Georgios B. Giannakis

Orcid: 0000-0002-0196-0260

Affiliations:
  • University of Minnesota, Minneapolis, MN, USA


According to our database1, Georgios B. Giannakis authored at least 959 papers between 1987 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 1997, "For contributions to system identification and statistical signal processing.".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing.
IEEE Trans. Wirel. Commun., April, 2024

Weighted Ensembles for Adaptive Active Learning.
IEEE Trans. Signal Process., 2024

Learning Robust to Distributional Uncertainties and Adversarial Data.
IEEE J. Sel. Areas Inf. Theory, 2024

Online scalable Gaussian processes with conformal prediction for guaranteed coverage.
CoRR, 2024

Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective.
CoRR, 2024

Ensembles of Informative Representations for Self-Supervised Learning.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Robust Meta-Learning over Graphs with Graph Neural Networks.
Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Active labeling for online ensemble learning.
Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Meta-Learning Priors Using Unrolled Proximal Networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent.
Proceedings of the IEEE International Conference on Acoustics, 2024

A Bayesian Approach to High-Order Link Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Autoregressive graph Volterra models and applications.
EURASIP J. Adv. Signal Process., December, 2023

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Resonant Beam SWIPT With Telescope and Second Harmonic.
IEEE Trans. Wirel. Commun., July, 2023

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes.
IEEE Trans. Smart Grid, May, 2023

Incremental Ensemble Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Time-Domain Generalization of Kron Reduction.
IEEE Control. Syst. Lett., 2023

Contractive error feedback for gradient compression.
CoRR, 2023

3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning.
CoRR, 2023

Enhancing Sharpness-Aware Optimization Through Variance Suppression.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Integrated Distributed Wireless Sensing with Over-The-Air Federated Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023

Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement.
Proceedings of the IEEE International Conference on Acoustics, 2023

Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy.
Proceedings of the IEEE International Conference on Acoustics, 2023

Bayesian Self-Supervised Learning Using Local and Global Graph Information.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Robust Identification of Graph Structure.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Conic Descent Redux for Memory-Efficient Optimization.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability.
IEEE Trans. Signal Process., 2022

Unsupervised Ensemble Classification With Sequential and Networked Data.
IEEE Trans. Knowl. Data Eng., 2022

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning.
IEEE Trans. Control. Netw. Syst., 2022

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient and Stable Graph Scattering Transforms via Pruning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Weighted Ensembles for Active Learning with Adaptivity.
CoRR, 2022

Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets.
Proceedings of the 30th European Signal Processing Conference, 2022

Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Identifying Dependent Annotators in Crowdsourcing.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Simultaneous Mobile Information and Power Transfer by Resonant Beam.
IEEE Trans. Signal Process., 2021

A Momentum-Guided Frank-Wolfe Algorithm.
IEEE Trans. Signal Process., 2021

End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant Beam.
IEEE Trans. Signal Process., 2021

Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam.
IEEE Trans. Signal Process., 2021

Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection.
IEEE Trans. Knowl. Data Eng., 2021

Node Embedding with Adaptive Similarities for Scalable Learning over Graphs.
IEEE Trans. Knowl. Data Eng., 2021

Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity Markets.
IEEE Trans. Control. Netw. Syst., 2021

Resonant Beam Communications With Echo Interference Elimination.
IEEE Internet Things J., 2021

An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer.
IEEE Internet Things J., 2021

Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes.
CoRR, 2021

Distributionally Robust Semi-Supervised Learning Over Graphs.
CoRR, 2021

Bayesian constrained decision fusion.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Bayesian Crowdsourcing with Constraints.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Heavy Ball Momentum for Conditional Gradient.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Detecting adversaries in Crowdsourcing.
Proceedings of the IEEE International Conference on Data Mining, 2021

Accelerating Frank-Wolfe with Weighted Average Gradients.
Proceedings of the IEEE International Conference on Acoustics, 2021

Identifying Spammers to Boost Crowdsourced Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts.
Proceedings of the IEEE International Conference on Acoustics, 2021

Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features.
Proceedings of the IEEE International Conference on Acoustics, 2021

Unveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2021

Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees.
Proceedings of the IEEE International Conference on Acoustics, 2021

On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices.
IEEE Trans. Veh. Technol., 2020

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks.
IEEE Trans. Signal Process., 2020

Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes.
IEEE Trans. Signal Process., 2020

A Variational Bayes Approach to Adaptive Radio Tomography.
IEEE Trans. Signal Process., 2020

Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning.
IEEE Trans. Signal Process., 2020

Graph-Based Learning Under Perturbations via Total Least-Squares.
IEEE Trans. Signal Process., 2020

Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning.
IEEE Trans. Smart Grid, 2020

Generalization Error Bounds for Kernel Matrix Completion and Extrapolation.
IEEE Signal Process. Lett., 2020

Time-Varying Convex Optimization: Time-Structured Algorithms and Applications.
Proc. IEEE, 2020

Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality.
IEEE Internet Things J., 2020

Bayesian Semi-supervised Crowdsourcing.
CoRR, 2020

Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data.
CoRR, 2020

How Does Momentum Help Frank Wolfe?
CoRR, 2020

Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets.
CoRR, 2020

Reinforcement Learning for Caching with Space-Time Popularity Dynamics.
CoRR, 2020

Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors.
CoRR, 2020

Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Policy Gradient for Reactive Power Control in Distribution Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks.
Proceedings of the Information Theory and Applications Workshop, 2020

Almost Tune-Free Variance Reduction.
Proceedings of the 37th International Conference on Machine Learning, 2020

Pruned Graph Scattering Transforms.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning connectivity and higher-order interactions in radial distribution grids.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Active Learning with Unsupervised Ensembles of Classifiers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Hierarchical Caching via Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Preconditioning ADMM for Fast Decentralized Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Semi-Supervised Learning of Processes Over Multi-Relational Graphs.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Revisit of Estimate Sequence for Accelerated Gradient Methods.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Defending Graph Convolutional Networks Against Adversarial Attacks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Self-Driven Graph Volterra Models for Higher-Order Link Prediction.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Constrained Clustering using Gaussian Processes.
Proceedings of the 28th European Signal Processing Conference, 2020

Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

On the Convergence of SARAH and Beyond.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks.
IEEE Trans. Signal Process., 2019

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization.
IEEE Trans. Signal Process., 2019

Online Graph-Adaptive Learning With Scalability and Privacy.
IEEE Trans. Signal Process., 2019

Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks.
IEEE Trans. Signal Process., 2019

Secure Mobile Edge Computing in IoT via Collaborative Online Learning.
IEEE Trans. Signal Process., 2019

Adaptive Bayesian Radio Tomography.
IEEE Trans. Signal Process., 2019

Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs.
IEEE Trans. Signal Process., 2019

Matrix Completion and Extrapolation via Kernel Regression.
IEEE Trans. Signal Process., 2019

Graph Multiview Canonical Correlation Analysis.
IEEE Trans. Signal Process., 2019

Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets.
IEEE Trans. Signal Process., 2019

Adaptive Diffusions for Scalable Learning Over Graphs.
IEEE Trans. Signal Process., 2019

Robust and Scalable Power System State Estimation via Composite Optimization.
IEEE Trans. Smart Grid, 2019

Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements.
IEEE Trans. Smart Grid, 2019

Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining.
IEEE Trans. Mob. Comput., 2019

Robust Power System State Estimation From Rank-One Measurements.
IEEE Trans. Control. Netw. Syst., 2019

Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks.
IEEE Trans. Cogn. Commun. Netw., 2019

Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability.
Proc. IEEE, 2019

Distribution system state estimation: an overview of recent developments.
Frontiers Inf. Technol. Electron. Eng., 2019

Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing.
IEEE J. Sel. Areas Commun., 2019

Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics.
J. Mach. Learn. Res., 2019

Mobile Energy Transfer in Internet of Things.
IEEE Internet Things J., 2019

Bandit Convex Optimization for Scalable and Dynamic IoT Management.
IEEE Internet Things J., 2019

Compressed Sensing with Applications in Wireless Networks.
Found. Trends Signal Process., 2019

Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation.
CoRR, 2019

A Statistical Learning Approach to Reactive Power Control in Distribution Systems.
CoRR, 2019

Edge Dithering for Robust Adaptive Graph Convolutional Networks.
CoRR, 2019

GraphSAC: Detecting anomalies in large-scale graphs.
CoRR, 2019

Adaptive Step Sizes in Variance Reduction via Regularization.
CoRR, 2019

A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation.
CoRR, 2019

Unsupervised Ensemble Classification with Dependent Data.
CoRR, 2019

Tight Linear Convergence Rate of ADMM for Decentralized Optimization.
CoRR, 2019

Real-time Voltage Control Using Deep Reinforcement Learning.
CoRR, 2019

Adaptive Caching via Deep Reinforcement Learning.
CoRR, 2019

Resonant Beam Communications: Principles and Designs.
IEEE Commun. Mag., 2019

Efficient proximal gradient algorithm for inference of differential gene networks.
BMC Bioinform., 2019

Analytical Models for Resonant Beam Communications.
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Personalized diffusions for top-n recommendation.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Power System State Forecasting via Deep Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Network Caching via Dynamic Programming.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Variational Bayes Approach to Adaptive Channel-gain Cartography.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Recurrent Graph Neural Network for Multi-relational Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

Multiview Canonical Correlation Analysis over Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks.
Proceedings of the IEEE Data Science Workshop, 2019

Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs.
Proceedings of the IEEE Data Science Workshop, 2019

Structured Egonet Tensors for Robust Node Embedding.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Graph Neural Networks for Predicting Protein Functions.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Scalable and Adaptive KNN for Regression Over Graphs.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Bandit Online Learning with Unknown Delays.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Learning Graph Processes with Multiple Dynamical Models.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information.
IEEE Trans. Wirel. Commun., 2018

Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
IEEE Trans. Signal Process., 2018

Sparse Phase Retrieval via Truncated Amplitude Flow.
IEEE Trans. Signal Process., 2018

Decentralized RLS With Data-Adaptive Censoring for Regressions Over Large-Scale Networks.
IEEE Trans. Signal Process., 2018

Blind Multiclass Ensemble Classification.
IEEE Trans. Signal Process., 2018

Sketched Subspace Clustering.
IEEE Trans. Signal Process., 2018

Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition.
IEEE Trans. Signal Process., 2018

Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget.
IEEE Trans. Signal Process., 2018

Blind Radio Tomography.
IEEE Trans. Signal Process., 2018

Inference of Spatio-Temporal Functions Over Graphs via Multikernel Kriged Kalman Filtering.
IEEE Trans. Signal Process., 2018

Canonical Correlation Analysis of Datasets With a Common Source Graph.
IEEE Trans. Signal Process., 2018

Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification.
IEEE Trans. Signal Process., 2018

Phase Retrieval via Reweighted Amplitude Flow.
IEEE Trans. Signal Process., 2018

Compressive Phase Retrieval via Reweighted Amplitude Flow.
IEEE Trans. Signal Process., 2018

Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables.
IEEE Trans. Smart Grid, 2018

Two-Timescale Stochastic Dispatch of Smart Distribution Grids.
IEEE Trans. Smart Grid, 2018

Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow.
IEEE Trans. Inf. Theory, 2018

Scheduling of EV Battery Swapping-Part II: Distributed Solutions.
IEEE Trans. Control. Netw. Syst., 2018

Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation.
IEEE Trans. Control. Netw. Syst., 2018

Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics.
Proc. IEEE, 2018

Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities.
IEEE J. Sel. Top. Signal Process., 2018

Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT.
IEEE Internet Things J., 2018

Hybrid ADMM: a unifying and fast approach to decentralized optimization.
EURASIP J. Adv. Signal Process., 2018

Communication-Efficient Distributed Reinforcement Learning.
CoRR, 2018

Adaptive-similarity node embedding for scalable learning over graphs.
CoRR, 2018

Real-time Power System State Estimation and Forecasting via Deep Neural Networks.
CoRR, 2018

Delayed Bandit Online Learning with Unknown Delays.
CoRR, 2018

Semi-Blind Inference of Topologies and Dynamical Processes over Graphs.
CoRR, 2018

Fast Decentralized Optimization over Networks.
CoRR, 2018

Canonical Correlation Analysis with Common Graph Priors.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Online Learning Adaptive to Dynamic and Adversarial Environments.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Optimal Dynamic Proactive Caching Via Reinforcement Learning.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Kernel-Based Semi-Supervised Learning Over Multilayer Graphs.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Fully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Online Multi-Kernel Learning with Orthogonal Random Features.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Reinforcement Learning for 5G Caching with Dynamic Cost.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Fast Decentralized Learning Via Hybrid Consensus Admm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Adaptive Bayesian Channel Gain Cartography.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Harnessing Bandit Online Learning to Low-Latency Fog Computing.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Random Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Real-Time Power System State Estimation via Deep Unrolled Neural Networks.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Imputation of Coupled Tensors and Graphs.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Sparse Phase Retrieval Via Iteratively Reweighted Amplitude Flow.
Proceedings of the 26th European Signal Processing Conference, 2018

Blind Multi-class Ensemble Learning with Dependent Classifiers.
Proceedings of the 26th European Signal Processing Conference, 2018

Online Identification of Directional Graph Topologies Capturing Dynamic and Nonlinear Dependencies.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Semi-Blind Inference of Topologies and Signals over Graphs.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks.
Proceedings of the 2018 Annual American Control Conference, 2018

Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Secure Edge Computing in IoT via Online Learning.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Signal and Graph Perturbations via Total Least-Squares.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications.
IEEE Wirel. Commun., 2017

Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity.
IEEE Trans. Wirel. Commun., 2017

Randomized Block Frank-Wolfe for Convergent Large-Scale Learning.
IEEE Trans. Signal Process., 2017

Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow.
IEEE Trans. Signal Process., 2017

Online Categorical Subspace Learning for Sketching Big Data with Misses.
IEEE Trans. Signal Process., 2017

Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks.
IEEE Trans. Signal Process., 2017

Kernel-Based Structural Equation Models for Topology Identification of Directed Networks.
IEEE Trans. Signal Process., 2017

Kernel-Based Reconstruction of Graph Signals.
IEEE Trans. Signal Process., 2017

Learning Power Spectrum Maps From Quantized Power Measurements.
IEEE Trans. Signal Process., 2017

Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation.
IEEE Trans. Signal Process., 2017

An Online Convex Optimization Approach to Proactive Network Resource Allocation.
IEEE Trans. Signal Process., 2017

Data Sketching for Large-Scale Kalman Filtering.
IEEE Trans. Signal Process., 2017

Tracking Switched Dynamic Network Topologies From Information Cascades.
IEEE Trans. Signal Process., 2017

An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response.
IEEE Trans. Smart Grid, 2017

DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks.
IEEE Trans. Parallel Distributed Syst., 2017

Kernel-Based Reconstruction of Space-Time Functions on Dynamic Graphs.
IEEE J. Sel. Top. Signal Process., 2017

Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information.
IEEE J. Sel. Areas Commun., 2017

Blind Multi-class Ensemble Learning with Unequally Reliable Classifiers.
CoRR, 2017

Kernel-based Inference of Functions over Graphs.
CoRR, 2017

Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering.
CoRR, 2017

PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches.
CoRR, 2017

Solving Almost all Systems of Random Quadratic Equations.
CoRR, 2017

An Online Convex Optimization Approach to Dynamic Network Resource Allocation.
CoRR, 2017

Learn-and-adapt network resource allocation.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Solving Most Systems of Random Quadratic Equations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Performance bounds of estimators in molecular communications under structural constraints.
Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, 2017

Topology inference of multilayer networks.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Distributed recursive least-squares with data-adaptive censoring.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

SPARTA: Sparse phase retrieval via Truncated Amplitude flow.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Topology inference of directed graphs using nonlinear structural vector autoregressive models.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Robust clustering of data collected via crowdsourcing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Identifying directional connections in brain networks via multi-kernel granger models.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Distributed Stochastic Optimization of Network Function Virtualization.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Learning from unequally reliable blind ensembles of classifiers.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Real-time energy management with improved cost-capacity tradeoff.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Semi-parametric graph kernel-based reconstruction.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Active sampling for graph-aware classification.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Solving large-scale systems of random quadratic equations via stochastic truncated amplitude flow.
Proceedings of the 25th European Signal Processing Conference, 2017

Network topology inference via elastic net structural equation models.
Proceedings of the 25th European Signal Processing Conference, 2017

Inference of spatiotemporal processes over graphs via kernel kriged Kalman filtering.
Proceedings of the 25th European Signal Processing Conference, 2017

Online convex optimization for dynamic network resource allocation.
Proceedings of the 25th European Signal Processing Conference, 2017

Going beyond linear dependencies to unveil connectivity of meshed grids.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Distributed sketched subspace clustering for large-scale datasets.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Nonlinear dimensionality reduction on graphs.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Memory efficient low-rank non-linear subspace tracking.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Scalable kernel-based learning via low-rank approximation of lifted data.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Directed network topology inference via sparse joint diagonalization.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Soft unveiling of communities via egonet tensors.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Multi-kernel change detection for dynamic functional connectivity graphs.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Online learning for "thing-adaptive" Fog Computing in IoT.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering.
IEEE Trans. Wirel. Commun., 2016

Weighted Sum-Rate Maximization for MIMO Downlink Systems Powered by Renewables.
IEEE Trans. Wirel. Commun., 2016

Online Censoring for Large-Scale Regressions with Application to Streaming Big Data.
IEEE Trans. Signal Process., 2016

Joint Community and Anomaly Tracking in Dynamic Networks.
IEEE Trans. Signal Process., 2016

Online Energy Price Matrix Factorization for Power Grid Topology Tracking.
IEEE Trans. Smart Grid, 2016

Scalable Optimization Methods for Distribution Networks With High PV Integration.
IEEE Trans. Smart Grid, 2016

Estimating Traffic and Anomaly Maps via Network Tomography.
IEEE/ACM Trans. Netw., 2016

Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization.
IEEE J. Sel. Top. Signal Process., 2016

Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems.
IEEE J. Sel. Areas Commun., 2016

Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions.
IEEE J. Sel. Areas Commun., 2016

Robust Workload and Energy Management for Sustainable Data Centers.
IEEE J. Sel. Areas Commun., 2016

Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters.
CoRR, 2016

Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables.
CoRR, 2016

Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking.
CoRR, 2016

Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging.
CoRR, 2016

Fast convergent algorithms for multi-kernel regression.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Estimating signals over graphs via multi-kernel learning.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Estimating high-dimensional covariance matrices with misses for Kronecker product expansion models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Stochastic energy management in distribution grids.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Quickest convergence of online algorithms via data selection.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Multi-kernel based nonlinear models for connectivity identification of brain networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Robust geographical load balancing for sustainable data centers.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Stochastic online control for smart-grid powered MIMO downlink transmissions.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Power system state estimation via feasible point pursuit.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

PARAFAC-based multilinear subspace clustering for tensor data.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Egonet tensor decomposition for community identification.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Blind channel gain cartography.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

A data-driven approach to stochastic network optimization.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Online dictionary learning from large-scale binary data.
Proceedings of the 24th European Signal Processing Conference, 2016

Efficient subspace clustering of large-scale data streams with misses.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

Nonlinear structural equation models for network topology inference.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

A generalized Frank-wolfe approach to decentralized electric vehicle charging.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

A randomized approach to large-scale subspace clustering.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Inferring directed network topologies via tensor factorization.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Kernel-based reconstruction of space-time functions via extended graphs.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Space-time scheduling for green data center networks.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Robust Smart-Grid-Powered Cooperative Multipoint Systems.
IEEE Trans. Wirel. Commun., 2015

Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors.
IEEE Trans. Signal Process., 2015

Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging.
IEEE Trans. Smart Grid, 2015

Sketch and Validate for Big Data Clustering.
IEEE J. Sel. Top. Signal Process., 2015

Introduction to the issue on signal processing for big data.
IEEE J. Sel. Top. Signal Process., 2015

Distributed Stochastic Market Clearing with High-Penetration Wind Power.
CoRR, 2015

Ergodic Energy Management Leveraging Resource Variability in Distribution Grids.
CoRR, 2015

Large-scale subspace clustering using sketching and validation.
CoRR, 2015

Voltage Regulation Algorithms for Multiphase Power Distribution Grids.
CoRR, 2015

Decentralized learning for wireless communications and networking.
CoRR, 2015

Underlay multi-hop cognitive networks with orthogonal access.
Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015

Optimal resource allocation for smart-grid powered MIMO broadcast channels.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

Fast localized voltage regulation in single-phase distribution grids.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Spectrum cartography using quantized observations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Adaptive censoring for large-scale regressions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Kernel-based embeddings for large graphs with centrality constraints.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Optimal Dynamic Power Management for Green Coordinated Multipoint Systems.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Kernel-based low-rank feature extraction on a budget for big data streams.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Microgrid dispatch and price of reliability using stochastic approximation.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Energy and workload management for data centers in renewable-integrated power grid.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Switched dynamic structural equation models for tracking social network topologies.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Online sketching for big data subspace learning.
Proceedings of the 23rd European Signal Processing Conference, 2015

Short-term wind power forecasting using nonnegative sparse coding.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Spectral clustering of large-scale communities via random sketching and validation.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Online sketching of big categorical data with absent features.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Online subspace learning and nonlinear classification of Big Data with misses.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Online spectrum cartography via quantized measurements.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Stochastic semiparametric regression for spectrum cartography.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Dynamic and decentralized learning of overlapping network communities.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Distributed robust resource allocation for renewable powered wireless cellular networks.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2015

Regulation of dynamical systems to optimal solutions of semidefinite programs: Algorithms and applications to AC optimal power flow.
Proceedings of the American Control Conference, 2015

Large-scale subspace clustering using random sketching and validation.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Big data sketching with model mismatch.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Data sketching for tracking large-scale dynamical processes.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Robust kriged Kalman filtering.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Prediction of Partially Observed Dynamical Processes Over Networks via Dictionary Learning.
IEEE Trans. Signal Process., 2014

Dynamic Network Delay Cartography.
IEEE Trans. Inf. Theory, 2014

Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes].
IEEE Signal Process. Mag., 2014

Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge.
IEEE Signal Process. Mag., 2014

Signal Processing for Big Data [From the Guest Editors].
IEEE Signal Process. Mag., 2014

Electricity Market Forecasting via Low-Rank Multi-Kernel Learning.
IEEE J. Sel. Top. Signal Process., 2014

Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks.
IEEE J. Sel. Top. Signal Process., 2014

Power System Nonlinear State Estimation Using Distributed Semidefinite Programming.
IEEE J. Sel. Top. Signal Process., 2014

Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets.
IEEE J. Sel. Areas Commun., 2014

Tracking target signal strengths on a grid using sparsity.
EURASIP J. Adv. Signal Process., 2014

Stochastic Reactive Power Management in Microgrids with Renewables.
CoRR, 2014

Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering.
CoRR, 2014

Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties.
CoRR, 2014

Real-time electricity pricing for demand response using online convex optimization.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Imputation of streaming low-rank tensor data.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Online dictionary learning from big data using accelerated stochastic approximation algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2014

Online semidefinite programming for power system state estimation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Kernel selection for power market inference via block successive upper bound minimization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Sparse dictionary learning from 1-BIT data.
Proceedings of the IEEE International Conference on Acoustics, 2014

A proximal gradient algorithm for tracking cascades over networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Online reconstruction from big data via compressive censoring.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Clustering high-dimensional data via random sampling and consensus.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Online learning of electric vehicle consumers' charging behavior with missing data.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Tracking anomalous community memberships in time-varying networks.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Linear minimum mean-square error estimation based on high-dimensional data with missing values.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Distributed market clearing with wind generation and large-scale dispatchable loads.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Big data clustering via random sketching and validation.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Classification of streaming big data with misses.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Online optimal power flow with renewables.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Online censoring for large-scale regressions.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks.
IEEE Trans. Wirel. Commun., 2013

Resource Allocation for OFDMA Cognitive Radios Under Channel Uncertainty.
IEEE Trans. Wirel. Commun., 2013

Joint Multicast Beamforming and Antenna Selection.
IEEE Trans. Signal Process., 2013

Decentralized Sparsity-Regularized Rank Minimization: Algorithms and Applications.
IEEE Trans. Signal Process., 2013

Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation.
IEEE Trans. Signal Process., 2013

Load Curve Data Cleansing and Imputation Via Sparsity and Low Rank.
IEEE Trans. Smart Grid, 2013

Scalable and Robust Demand Response With Mixed-Integer Constraints.
IEEE Trans. Smart Grid, 2013

Decomposition Algorithms for Market Clearing With Large-Scale Demand Response.
IEEE Trans. Smart Grid, 2013

Distributed Optimal Power Flow for Smart Microgrids.
IEEE Trans. Smart Grid, 2013

Recovery of Low-Rank Plus Compressed Sparse Matrices With Application to Unveiling Traffic Anomalies.
IEEE Trans. Inf. Theory, 2013

Monitoring and Optimization for Power Grids: A Signal Processing Perspective.
IEEE Signal Process. Mag., 2013

Nonparametric Basis Pursuit via Sparse Kernel-Based Learning: A Unifying View with Advances in Blind Methods.
IEEE Signal Process. Mag., 2013

Sparse Parametric Models for Robust Nonstationary Signal Analysis: Leveraging the Power of Sparse Regression.
IEEE Signal Process. Mag., 2013

Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations.
PLoS Comput. Biol., 2013

Dynamic Anomalography: Tracking Network Anomalies Via Sparsity and Low Rank.
IEEE J. Sel. Top. Signal Process., 2013

Sparsity-leveraging Reconfiguration of Smart Distribution Systems
CoRR, 2013

Nonparametric Basis Pursuit via Sparse Kernel-based Learning
CoRR, 2013

Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation.
CoRR, 2013

Grid Topology Identification using Electricity Prices.
CoRR, 2013

Dynamic Structural Equation Models for Social Network Topology Inference.
CoRR, 2013

Hierarchical spectrum sharing using interference tweets.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Robust optimal power flow with wind integration using conditional value-at-risk.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification.
Proceedings of the ISWCS 2013, 2013

Risk-constrained energy management with multiple wind farms.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Day-ahead electricity market forecasting using kernels.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Risk-aware management of distributed energy resources.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Online robust portfolio risk management using total least-squares and parallel splitting algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint resource allocation and receiver map estimation in underlay cognitive radios.
Proceedings of the IEEE International Conference on Acoustics, 2013

Rank minimization for subspace tracking from incomplete data.
Proceedings of the IEEE International Conference on Acoustics, 2013

Robust network traffic estimation via sparsity and low rank.
Proceedings of the IEEE International Conference on Acoustics, 2013

Inference of Poisson count processes using low-rank tensor data.
Proceedings of the IEEE International Conference on Acoustics, 2013

Centrality-constrained graph embedding.
Proceedings of the IEEE International Conference on Acoustics, 2013

Cognitive radio spectrum prediction using dictionary learning.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Disaggregated bundle methods for distributed market clearing in power networks.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Robust tomography via network traffic maps leveraging sparsity and low rank.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Identifiability of sparse structural equation models for directed and cyclic networks.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Robust sparse embedding and reconstruction via dictionary learning.
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

Online learning of load elasticity for electric vehicle charging.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Stochastic programming for energy planning in microgrids with renewables.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Dynamic learning for cognitive radio sensing.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

A decentralized approach to generalized power system state estimation.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Primary receiver localization using sparsity and interference tweets.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Dynamic structural equation models for tracking topologies of social networksy.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Load forecasting via low rank plus sparse matrix factorization.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

Low-rank kernel learning for electricity market inference.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

Optimal distributed generation placement in distribution systems via semidefinite relaxation.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Network-Compressive Coding for Wireless Sensors with Correlated Data.
IEEE Trans. Wirel. Commun., 2012

Optimal Cross-Layer Resource Allocation in Cellular Networks Using Channel- and Queue-State Information.
IEEE Trans. Veh. Technol., 2012

Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties.
IEEE Trans. Signal Process., 2012

Covariance Eigenvector Sparsity for Compression and Denoising.
IEEE Trans. Signal Process., 2012

Sensor-Centric Data Reduction for Estimation With WSNs via Censoring and Quantization.
IEEE Trans. Signal Process., 2012

Robust PCA as Bilinear Decomposition With Outlier-Sparsity Regularization.
IEEE Trans. Signal Process., 2012

Distributed Recursive Least-Squares: Stability and Performance Analysis.
IEEE Trans. Signal Process., 2012

Robust Nonparametric Regression via Sparsity Control With Application to Load Curve Data Cleansing.
IEEE Trans. Signal Process., 2012

Cross-Layer Design of Wireless Multihop Random Access Networks.
IEEE Trans. Signal Process., 2012

Robust Clustering Using Outlier-Sparsity Regularization.
IEEE Trans. Signal Process., 2012

Sparsity-Exploiting Robust Multidimensional Scaling.
IEEE Trans. Signal Process., 2012

Robust RLS in the Presence of Correlated Noise Using Outlier Sparsity.
IEEE Trans. Signal Process., 2012

Residential Load Control: Distributed Scheduling and Convergence With Lost AMI Messages.
IEEE Trans. Smart Grid, 2012

Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers.
Phys. Commun., 2012

Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints.
IEEE J. Sel. Areas Commun., 2012

Statistical Routing for Multihop Wireless Cognitive Networks.
IEEE J. Sel. Areas Commun., 2012

Group lassoing change-points in piecewise-constant AR.
EURASIP J. Adv. Signal Process., 2012

Robust Management of Distributed Energy Resources for Microgrids with Renewables
CoRR, 2012

Robust Power System State Estimation for the Nonlinear AC Flow Model
CoRR, 2012

In-network Sparsity-regularized Rank Minimization: Algorithms and Applications
CoRR, 2012

Dynamic network kriging.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Exact recovery of low-rank plus compressed sparse matrices.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Nonparametric low-rank tensor imputation.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Multicast beamforming with antenna selection.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Distributed nuclear norm minimization for matrix completion.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

Multi-area state estimation using distributed SDP for nonlinear power systems.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Robust distributed energy management for microgrids with renewables.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Spatiotemporal load curve data cleansing and imputation via sparsity and low rank.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Distributed robust beamforming for MIMO cognitive networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Chance-constrained optimization of uplink parameters for OFDMA cognitive radios.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Statistical routing for cognitive random access networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed belief propagation using sensor networks with correlated observations.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Weighted sparse signal decomposition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Decentralized power system state estimation.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Sparse robust matrix tri-factorization with application to cancer genomics.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Semi-supervised dictionary learning for network-wide link load prediction.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Asynchronous subgradient methods with unbounded delays for communication networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
High-Throughput Multi-Source Cooperation via Complex-Field Network Coding.
IEEE Trans. Wirel. Commun., 2011

Multi-Band Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic.
IEEE Trans. Wirel. Commun., 2011

Power Control for Cognitive Radio Networks Under Channel Uncertainty.
IEEE Trans. Wirel. Commun., 2011

Channel Gain Map Tracking via Distributed Kriging.
IEEE Trans. Veh. Technol., 2011

Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling.
IEEE Trans. Signal Process., 2011

Joint Scheduling and Network Coding for Multicast in Delay-Constrained Wireless Networks.
IEEE Trans. Signal Process., 2011

Optimizing Orthogonal Multiple Access Based on Quantized Channel State Information.
IEEE Trans. Signal Process., 2011

Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation.
IEEE Trans. Signal Process., 2011

From Sparse Signals to Sparse Residuals for Robust Sensing.
IEEE Trans. Signal Process., 2011

Power Control With Imperfect Exchanges and Applications to Spectrum Sharing.
IEEE Trans. Signal Process., 2011

Set-Membership Constrained Particle Filter: Distributed Adaptation for Sensor Networks.
IEEE Trans. Signal Process., 2011

Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints.
IEEE Trans. Signal Process., 2011

Group-Lasso on Splines for Spectrum Cartography.
IEEE Trans. Signal Process., 2011

Cross-Layer Designs in Coded Wireless Fading Networks With Multicast.
IEEE/ACM Trans. Netw., 2011

Resource Allocation for Wireless Multiuser OFDM Networks.
IEEE Trans. Inf. Theory, 2011

Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks.
IEEE Trans. Inf. Theory, 2011

Exploiting Sparse User Activity in Multiuser Detection.
IEEE Trans. Commun., 2011

Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering.
IEEE J. Sel. Top. Signal Process., 2011

Distributed Clustering Using Wireless Sensor Networks.
IEEE J. Sel. Top. Signal Process., 2011

Cross-Layer Design of Coded Multicast for Wireless Random Access Networks.
IEEE J. Sel. Areas Commun., 2011

Lassoing line outages in the smart power grid.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Admission and power control for cognitive radio networks by sequential geometric programming.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Group lassoing change-points in piecewise-stationary AR signals.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Power Allocation for Cognitive Radio Networks under Channel Uncertainty.
Proceedings of IEEE International Conference on Communications, 2011

Weighted and structured sparse total least-squares for perturbed compressive sampling.
Proceedings of the IEEE International Conference on Acoustics, 2011

Eigenspace sparsity for compression and denoising.
Proceedings of the IEEE International Conference on Acoustics, 2011

Robust nonparametric regression by controlling sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2011

Stochastic resource allocation for cognitive radio networks based on imperfect state information.
Proceedings of the IEEE International Conference on Acoustics, 2011

USPACOR: Universal sparsity-controlling outlier rejection.
Proceedings of the IEEE International Conference on Acoustics, 2011

Outlier-aware robust clustering.
Proceedings of the IEEE International Conference on Acoustics, 2011

Basis pursuit for spectrum cartography.
Proceedings of the IEEE International Conference on Acoustics, 2011

Sparse graphical modeling of piecewise-stationary time series.
Proceedings of the IEEE International Conference on Acoustics, 2011

Gene network inference via sparse structural equation modeling with genetic perturbations.
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Decentralized data selection for MAP estimation: A censoring and quantization approach.
Proceedings of the 14th International Conference on Information Fusion, 2011

Sparsity-aware Kalman tracking of target signal strengths on a grid.
Proceedings of the 14th International Conference on Information Fusion, 2011

Robust conjoint analysis by controlling outlier sparsity.
Proceedings of the 19th European Signal Processing Conference, 2011

Compressed sensing for volterra and polynomial regression models.
Proceedings of the 19th European Signal Processing Conference, 2011

Cooperative multi-residence demand response scheduling.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Residential demand response with interruptible tasks: Duality and algorithms.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Adaptive underlay cognitive radios with imperfect CSI and probabilistic interference constraints.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Efficient and scalable demand response for the smart power grid.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

A convex relaxation approach to optimal placement of phasor measurement units.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Distributed cognitive spectrum sensing via group sparse total least-squares.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Joint rate and power control for coded cognitive radio networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Unveiling anomalies in large-scale networks via sparsity and low rank.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Joint link learning and cognitive radio sensing.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Robust multi-dimensional scaling via outlier-sparsity control.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Distributed consensus-based demodulation: algorithms and error analysis.
IEEE Trans. Wirel. Commun., 2010

A class of convergent algorithms for resource allocation in wireless fading networks.
IEEE Trans. Wirel. Commun., 2010

Distributed sparse linear regression.
IEEE Trans. Signal Process., 2010

Sequential and cooperative sensing for multi-channel cognitive radios.
IEEE Trans. Signal Process., 2010

Distributed spectrum sensing for cognitive radio networks by exploiting sparsity.
IEEE Trans. Signal Process., 2010

Estimating multiple frequency-hopping signal parameters via sparse linear regression.
IEEE Trans. Signal Process., 2010

Online adaptive estimation of sparse signals: where RLS meets the l1-norm.
IEEE Trans. Signal Process., 2010

Separation principles in wireless networking.
IEEE Trans. Inf. Theory, 2010

Power control for cooperative dynamic spectrum access networks with diverse QoS constraints.
IEEE Trans. Commun., 2010

Sound Field Reproduction using the Lasso.
IEEE Trans. Speech Audio Process., 2010

Consensus-Based Distributed Support Vector Machines.
J. Mach. Learn. Res., 2010

Sparsity-Aware Estimation of CDMA System Parameters.
EURASIP J. Adv. Signal Process., 2010

Consensus-based distributed linear support vector machines.
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

Sparsity-cognizant overlapping co-clustering for behavior inference in social networks.
Proceedings of the IEEE International Conference on Acoustics, 2010

Stochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sequential cooperative sensing for multi-channel cognitive radios.
Proceedings of the IEEE International Conference on Acoustics, 2010

Convergence analysis of consensus-based distributed clustering.
Proceedings of the IEEE International Conference on Acoustics, 2010

Particle filter adaptation for distributed sensors via set membership.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed Lasso for in-network linear regression.
Proceedings of the IEEE International Conference on Acoustics, 2010

Multiple frequency-hopping signal estimation via sparse regression.
Proceedings of the IEEE International Conference on Acoustics, 2010

Frequency-Domain Oversampling for Zero-Padded OFDM in Underwater Acoustic Communications.
Proceedings of the Global Communications Conference, 2010

Minimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios.
Proceedings of the Global Communications Conference, 2010

Collaborative channel gain map tracking for cognitive radios.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs.
IEEE Trans. Signal Process., 2009

Distributed in-network channel decoding.
IEEE Trans. Signal Process., 2009

Distributed LMS for consensus-based in-network adaptive processing.
IEEE Trans. Signal Process., 2009

Distributed recursive least-squares for consensus-based in-network adaptive estimation.
IEEE Trans. Signal Process., 2009

Dynamic resource management for cognitive radios using limited-rate feedback.
IEEE Trans. Signal Process., 2009

Capacity Scaling of Wireless Networks with Complex Field Network Coding.
J. Commun., 2009

Performance Analysis of the Consensus-Based Distributed LMS Algorithm.
EURASIP J. Adv. Signal Process., 2009

Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios.
EURASIP J. Adv. Signal Process., 2009

Parsimonious sound field synthesis using compressive sampling.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Sparsity-embracing multiuser detection for CDMA systems with low activity factory.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Cooperative multi-robot localization under communication constraints.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Compressed sensing of time-varying signals.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

An algebraic polyphase approach to wireless network coding.
Proceedings of the IEEE International Conference on Acoustics, 2009

High-rate distributed multi-source cooperation using complex field coding.
Proceedings of the IEEE International Conference on Acoustics, 2009

Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

Cross-layer optimization of wireless fading ad-hoc networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

RLS-weighted Lasso for adaptive estimation of sparse signals.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Cross-Layer Congestion and Contention Control for Wireless Ad Hoc Networks.
IEEE Trans. Wirel. Commun., 2008

Design and Analysis of Cross-Layer Tree Algorithms for Wireless Random Access.
IEEE Trans. Wirel. Commun., 2008

Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks.
IEEE Trans. Wirel. Commun., 2008

Power-efficient wireless OFDMA using limited-rate feedback.
IEEE Trans. Wirel. Commun., 2008

Orthogonally-spread block transmissions for ultra-wideband impulse radios.
IEEE Trans. Wirel. Commun., 2008

Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback.
IEEE Trans. Signal Process., 2008

Blind and Semiblind Channel and Carrier Frequency-Offset Estimation in Orthogonally Space-Time Block Coded MIMO Systems.
IEEE Trans. Signal Process., 2008

Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals.
IEEE Trans. Signal Process., 2008

Consensus in Ad Hoc WSNs With Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals.
IEEE Trans. Signal Process., 2008

Decentralized Quantized Kalman Filtering With Scalable Communication Cost.
IEEE Trans. Signal Process., 2008

Minimizing Transmit Power for Coherent Communications in Wireless Sensor Networks With Finite-Rate Feedback.
IEEE Trans. Signal Process., 2008

Power-Efficient Resource Allocation for Time-Division Multiple Access Over Fading Channels.
IEEE Trans. Inf. Theory, 2008

Mutual Information Jammer-Relay Games.
IEEE Trans. Inf. Forensics Secur., 2008

CRC-assisted error correction in a convolutionally coded system.
IEEE Trans. Commun., 2008

Smart regenerative relays for link-adaptive cooperative communications.
IEEE Trans. Commun., 2008

Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios.
Mob. Networks Appl., 2008

Complex Field Network Coding for Multiuser Cooperative Communications.
IEEE J. Sel. Areas Commun., 2008

Distortion-Rate Bounds for Distributed Estimation Using Wireless Sensor Networks.
EURASIP J. Adv. Signal Process., 2008

Energy-Constrained Optimal Quantization for Wireless Sensor Networks.
EURASIP J. Adv. Signal Process., 2008

Link-Adaptive Distributed Coding for Multisource Cooperation.
EURASIP J. Adv. Signal Process., 2008

Ergodic capacity and average rate-guaranteed scheduling for wireless multiuser OFDM systems.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Stability analysis of the consensus-based distributed LMS algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2008

Optimal FDMA over wireless fading mobile ad-hoc networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

Distributed Kalman filtering based on quantized innovations.
Proceedings of the IEEE International Conference on Acoustics, 2008

Optimal stochastic dual resource allocation for cognitive radios based on quantized CSI.
Proceedings of the IEEE International Conference on Acoustics, 2008

Utility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints.
Proceedings of the IEEE International Conference on Acoustics, 2008

Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

Anti-jam distributed MIMO decoding using wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

In-network channel decoding using consensus on log-likelihood ratio averagesy.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Layer separability of wireless networks.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Distributed demodulation using consensus averaging in wireless sensor networks.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Optimal layered architectures of wireless networks.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Distributed spectrum sensing for cognitive radios by exploiting sparsity.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Multi-Tier Cooperative Broadcasting with Hierarchical Modulations.
IEEE Trans. Wirel. Commun., 2007

Battery Power Efficiency of PPM and FSK in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2007

Analyzing and Optimizing Adaptive Modulation Coding Jointly With ARQ for QoS-Guaranteed Traffic.
IEEE Trans. Veh. Technol., 2007

Distributed Estimation Using Reduced-Dimensionality Sensor Observations.
IEEE Trans. Signal Process., 2007

Raise Your Voice at a Proper Pace to Synchronize in Multiple Ad Hoc Piconets.
IEEE Trans. Signal Process., 2007

Information-Bearing Noncoherently Modulated Pilots for MIMO Training.
IEEE Trans. Inf. Theory, 2007

High-Throughput Random Access Using Successive Interference Cancellation in a Tree Algorithm.
IEEE Trans. Inf. Theory, 2007

Achieving Wireline Random Access Throughput in Wireless Networking Via User Cooperation.
IEEE Trans. Inf. Theory, 2007

Noncoherent Ultra-Wideband (De)Modulation.
IEEE Trans. Commun., 2007

A Robust High-Throughput Tree Algorithm Using Successive Interference Cancellation.
IEEE Trans. Commun., 2007

High-Performance Cooperative Demodulation With Decode-and-Forward Relays.
IEEE Trans. Commun., 2007

Performance Bounds for the Rate-Constrained Universal Decentralized Estimators.
IEEE Signal Process. Lett., 2007

A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks.
Proc. IEEE, 2007

Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity.
IEEE J. Sel. Areas Commun., 2007

Minimizing Power in Wireless OFDMA with Limited-Rate Feedback.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Stochastic Primal-Dual Scheduling Subject to Rate Constraints.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Joint Congestion Control and OFDMA Scheduling for Hybrid Wireline-Wireless Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Resource Allocation for Power-Efficient TDMA Under Individual Rate Constraints.
Proceedings of IEEE International Conference on Communications, 2007

A Stochastic Framework for Scheduling in Wireless Packet Access Networks.
Proceedings of IEEE International Conference on Communications, 2007

Reduced-Complexity Power-Efficient Wireless OFDMA using an Equally Probable CSI Quantizer.
Proceedings of IEEE International Conference on Communications, 2007

Compressed Sensing for Wideband Cognitive Radios.
Proceedings of the IEEE International Conference on Acoustics, 2007

Semiblind Channel and Carrier Frequency-Offset Estimation for Orthogonally Space-Time Block Coded MIMO Systems.
Proceedings of the IEEE International Conference on Acoustics, 2007

Consensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links.
Proceedings of the IEEE International Conference on Acoustics, 2007

Distributed Routing Algorithms for Wireless Multihop Networks.
Proceedings of the IEEE International Conference on Acoustics, 2007

Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information.
Proceedings of the IEEE International Conference on Acoustics, 2007

Optimizing Energy Efficiency of TDMA with Finite Rate Feedback.
Proceedings of the IEEE International Conference on Acoustics, 2007

Channel-adaptive resource allocation for cognitive OFDMA RADIOS based on limited-rate feedback.
Proceedings of the 15th European Signal Processing Conference, 2007

Robust Routing in Wireless Multi-Hop Networks.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

Channel-Adaptive Optimal OFDMA Scheduling.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

High-Throughput Cooperative Communications with Complex Field Network Coding.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

Max-Min Strategies for Power-Limited Games in the Presence of Correlated Jamming.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006
Cross-layer modeling of adaptive wireless links for QoS support in heterogeneous wired-wireless networks.
Wirel. Networks, 2006

Reduced complexity closest point decoding algorithms for random lattices.
IEEE Trans. Wirel. Commun., 2006

Opportunistic medium access for wireless networking adapted to decentralized CSI.
IEEE Trans. Wirel. Commun., 2006

On the instability of slotted aloha with capture.
IEEE Trans. Wirel. Commun., 2006

Conditions for Multi-Antenna Selection to be Optimal Given Channel Amplitude Information.
IEEE Trans. Wirel. Commun., 2006

Non-coherent distributed space-time processing for multiuser cooperative transmissions.
IEEE Trans. Wirel. Commun., 2006

Local ML detection for multicarrier DS-CDMA downlink systems with grouped linear precoding.
IEEE Trans. Wirel. Commun., 2006

Opportunistic multipath for bandwidth-efficient cooperative multiple access.
IEEE Trans. Wirel. Commun., 2006

Low-complexity blind synchronization and demodulation for (ultra-)wideband multi-user ad hoc access.
IEEE Trans. Wirel. Commun., 2006

A cross-layer scheduling algorithm with QoS support in wireless networks.
IEEE Trans. Veh. Technol., 2006

Design and analysis of transmit-beamforming based on limited-rate feedback.
IEEE Trans. Signal Process., 2006

Optimal waveform design for UWB radios.
IEEE Trans. Signal Process., 2006

Semiblind multiuser MIMO channel estimation using capon and MUSIC techniques.
IEEE Trans. Signal Process., 2006

SOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using the Sign of Innovations.
IEEE Trans. Signal Process., 2006

Bandwidth-constrained distributed estimation for wireless sensor networks-part II: unknown probability density function.
IEEE Trans. Signal Process., 2006

Bandwidth-constrained distributed estimation for wireless sensor Networks-part I: Gaussian case.
IEEE Trans. Signal Process., 2006

Identifying differentially expressed genes in microarray experiments with model-based variance estimation.
IEEE Trans. Signal Process., 2006

Differential space-time modulation with eigen-beamforming for correlated MIMO fading channels.
IEEE Trans. Signal Process., 2006

Correction to "Achieving the Welch Bound With Difference Sets".
IEEE Trans. Inf. Theory, 2006

Crossband Flexible UWB Multiple Access for High-Rate Multipiconet WPANs.
IEEE Trans. Commun., 2006

Approaching MIMO channel capacity with soft detection based on hard sphere decoding.
IEEE Trans. Commun., 2006

Achievable Rates of Transmitted-Reference Ultra-Wideband Radio With PPM.
IEEE Trans. Commun., 2006

Distributed compression-estimation using wireless sensor networks.
IEEE Signal Process. Mag., 2006

Cyclic-mean based synchronization and efficient demodulation for UWB ad hoc access: Generalizations and comparisons.
Signal Process., 2006

Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels.
IEEE J. Sel. Areas Commun., 2006

Optimizing Power Efficiency of OFDM Using Quantized Channel State Information.
IEEE J. Sel. Areas Commun., 2006

CSMA/CCA: A Modified CSMA/CA Protocol Mitigating the Fairness Problem for IEEE 802.11 DCF.
EURASIP J. Wirel. Commun. Netw., 2006

Reliable Communications over Rapidly Time-Varying Channels.
EURASIP J. Adv. Signal Process., 2006

Combining random backoff with a cross-layer tree algorithm for random access in IEEE 802.16.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

Energy-Efficient Resource Allocation in TDMA over Fading Channels.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Complex Field Coding in Multi-Source Cooperative Networks for Full Diversity.
Proceedings of IEEE International Conference on Communications, 2006

Power-Efficient OFDM via Quantized Channel State Information.
Proceedings of IEEE International Conference on Communications, 2006

Achievable Rates of Pulse-Position Modulated Impulse Radio with Transmitted Reference.
Proceedings of IEEE International Conference on Communications, 2006

Space-Time Differential Modulation using Linear Constellation Precoding.
Proceedings of IEEE International Conference on Communications, 2006

Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Power-Efficient OFDM with Reduced Complexity and Feedback Overhead.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A High-Rate Differential UWB Radio.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Link-Adaptive Distributed Coding for Multi-Source Cooperation.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Multi-tier cooperative broadcasting with hierarchical modulations.
Proceedings of the 14th European Signal Processing Conference, 2006

Distributed estimation with ad hoc wireless sensor networks.
Proceedings of the 14th European Signal Processing Conference, 2006

A Wavelet Approach to Wideband Spectrum Sensing for Cognitive Radios.
Proceedings of the 1st International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2006

Joint Low Density Parity-Check Coding and Linear Precoding for Rayleigh Fading Channels.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

A Deadlock-Free High-Throughput Tree Algorithm for Random Access over Fading Channels.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Reduced complexity receivers for layered space-time CPM.
IEEE Trans. Wirel. Commun., 2005

Rate-maximizing power allocation in OFDM based on partial channel knowledge.
IEEE Trans. Wirel. Commun., 2005

On energy efficiency and optimum resource allocation of relay transmissions in the low-power regime.
IEEE Trans. Wirel. Commun., 2005

A GLRT approach to data-aided timing acquisition in UWB radios-Part II: training sequence design.
IEEE Trans. Wirel. Commun., 2005

A GLRT approach to data-aided timing acquisition in UWB radios-Part I: algorithms.
IEEE Trans. Wirel. Commun., 2005

Symbol error probabilities for general Cooperative links.
IEEE Trans. Wirel. Commun., 2005

Optimal training for MIMO frequency-selective fading channels.
IEEE Trans. Wirel. Commun., 2005

Queuing with adaptive modulation and coding over wireless links: cross-Layer analysis and design.
IEEE Trans. Wirel. Commun., 2005

Adaptive PSAM accounting for channel estimation and prediction errors.
IEEE Trans. Wirel. Commun., 2005

Demodulation and tracking with dirty templates for UWB impulse radio: algorithms and performance.
IEEE Trans. Veh. Technol., 2005

On regularity and identifiability of blind source separation under constant-modulus constraints.
IEEE Trans. Signal Process., 2005

BER sensitivity to mistiming in ultra-wideband impulse radios - part II: fading channels.
IEEE Trans. Signal Process., 2005

BER sensitivity to mistiming in ultra-wideband impulse Radios-part I: nonrandom channels.
IEEE Trans. Signal Process., 2005

Space-time-Doppler block coding for correlated time-selective fading channels.
IEEE Trans. Signal Process., 2005

Space-time-multipath coding using digital phase sweeping or circular delay diversity.
IEEE Trans. Signal Process., 2005

Achieving the Welch bound with difference sets.
IEEE Trans. Inf. Theory, 2005

Sphere decoding algorithms with improved radius search.
IEEE Trans. Commun., 2005

Energy-Efficient Scheduling for Wireless Sensor Networks.
IEEE Trans. Commun., 2005

Blind carrier frequency offset estimation in SISO, MIMO, and multiuser OFDM systems.
IEEE Trans. Commun., 2005

Timing ultra-wideband signals with dirty templates.
IEEE Trans. Commun., 2005

Multiantenna adaptive modulation with beamforming based on bandwidth-constrained feedback.
IEEE Trans. Commun., 2005

Hopping pilots for estimation of frequency-offset and multiantenna channels in MIMO-OFDM.
IEEE Trans. Commun., 2005

Block-differential modulation over doubly selective wireless fading channels.
IEEE Trans. Commun., 2005

Achievable rates in low-power relay links over fading channels.
IEEE Trans. Commun., 2005

Space-time spreading and block coding for correlated fading channels in the presence of interference.
IEEE Trans. Commun., 2005

Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks.
IEEE Signal Process. Mag., 2005

Bibliography on cyclostationarity.
Signal Process., 2005

Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks.
IEEE J. Sel. Areas Commun., 2005

Cooperative synchronization and channel estimation in wireless sensor networks.
J. Commun. Networks, 2005

Generalized Multicarrier CDMA: Unification and Linear Equalization.
EURASIP J. Adv. Signal Process., 2005

Energy-Efficient Resource Allocation in Time Division Multiple-Access over Fading Channels
CoRR, 2005

Cross-Layer Scheduler Design with QoS Support forWireless Access Networks.
Proceedings of the Second International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QSHINE 2005), 2005

Optimal linear decentralized estimation in a bandwidth constrained sensor network.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

SICTA: a 0.693 contention tree algorithm using successive interference cancellation.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Energy-efficient scheduling protocols for wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2005

Increasing the throughput of spread-Aloha protocols via long PN spreading codes.
Proceedings of IEEE International Conference on Communications, 2005

Distributed quantization-estimation using wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2005

Block differential modulation for doubly-selective wireless fading channels.
Proceedings of IEEE International Conference on Communications, 2005

Cooperative random access with long PN spreading codes.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Achieving the Welch bound with difference sets [optimal complex codebook design applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Semi-blind multi-user MIMO channel estimation based on Capon and MUSIC techniques.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Non-parametric distributed quantization-estimation using wireless sensor networks.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Blind timing acquisition for ultra-wideband multi-user ad hoc access.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Demodulation with dirty templates for UWB impulse radios.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Improving the performance of coded FDFR multi-antenna systems with turbo-decoding.
Wirel. Commun. Mob. Comput., 2004

Chip-interleaved block-spread CDMA versus DS-CDMA for cellular downlink: a comparative study.
IEEE Trans. Wirel. Commun., 2004

Adaptive Modulation for multiantenna transmissions with channel mean feedback.
IEEE Trans. Wirel. Commun., 2004

How accurate channel prediction needs to be for transmit-beamforming with adaptive modulation over Rayleigh MIMO channels?
IEEE Trans. Wirel. Commun., 2004

Optimal pilot waveform assisted modulation for ultrawideband communications.
IEEE Trans. Wirel. Commun., 2004

Joint coding-precoding with low-complexity turbo-decoding.
IEEE Trans. Wirel. Commun., 2004

Time-varying fair queueing scheduling for multicode CDMA based on dynamic programming.
IEEE Trans. Wirel. Commun., 2004

Cross-Layer combining of adaptive Modulation and coding with truncated ARQ over wireless links.
IEEE Trans. Wirel. Commun., 2004

Performance analysis of combined transmit selection diversity and receive generalized selection combining in Rayleigh fading channels.
IEEE Trans. Wirel. Commun., 2004

Error probability minimizing pilots for OFDM with M-PSK modulation over Rayleigh-fading channels.
IEEE Trans. Veh. Technol., 2004

Adaptive MIMO-OFDM based on partial channel state information.
IEEE Trans. Signal Process., 2004

Transceiver optimization for block-based multiple access through ISI channels.
IEEE Trans. Signal Process., 2004

Orthogonal Design of Unitary Constellations for Uncoded and Trellis-Coded Noncoherent Space-Time Systems.
IEEE Trans. Inf. Theory, 2004

Outage mutual information of space-time MIMO channels.
IEEE Trans. Inf. Theory, 2004

Capacity Maximizing MMSE-Optimal Pilots for Wireless OFDM Over Frequency-Selective Block Rayleigh-Fading Channels.
IEEE Trans. Inf. Theory, 2004

Analog space-time coding for multiantenna ultra-wideband transmissions.
IEEE Trans. Commun., 2004

OFDM or single-carrier block transmissions?
IEEE Trans. Commun., 2004

Block differential encoding for rapidly fading channels.
IEEE Trans. Commun., 2004

Space-time frequency-shift keying.
IEEE Trans. Commun., 2004

Constant modulus and reduced PAPR block differential encoding for frequency-selective channels.
IEEE Trans. Commun., 2004

Group-orthogonal multicarrier CDMA.
IEEE Trans. Commun., 2004

Ultra-wideband communications: an idea whose time has come.
IEEE Signal Process. Mag., 2004

Approaching MIMO channel capacity with reduced-complexity soft sphere decoding.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Cross-Layer Modeling of Adaptive Wireless Links for QoS Support in Multimedia Networks.
Proceedings of the 1st International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QSHINE 2004), 2004

On energy efficiency of relay transmissions.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Training sequence design for data-aided timing acquisition in UWB radios.
Proceedings of IEEE International Conference on Communications, 2004

MMSE-based local ML detection of linearly precoded OFDM signals.
Proceedings of IEEE International Conference on Communications, 2004

ML sequence estimation for long ISI channels with controllable complexity.
Proceedings of IEEE International Conference on Communications, 2004

TCP performance in wireless access with adaptive modulation and coding.
Proceedings of IEEE International Conference on Communications, 2004

Optimal training for MIMO fading channels with time- and frequency-selectivity.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Blind UWB timing with a dirty template.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Opportunistic multipath for bandwidth-efficient cooperative networking.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Opportunistic access in slotted ALOHA adapted to decentralized CSI.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

Efficient bandwidth utilization guaranteeing QoS over adaptive wireless links.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Space-time diversity systems based on linear constellation precoding.
IEEE Trans. Wirel. Commun., 2003

The Ricean K factor: estimation and performance analysis.
IEEE Trans. Wirel. Commun., 2003

Block differentially encoded OFDM with maximum multipath diversity.
IEEE Trans. Wirel. Commun., 2003

Kalman filtering for power estimation in mobile communications.
IEEE Trans. Wirel. Commun., 2003

A two-dimensional channel simulation model for shadowing processes.
IEEE Trans. Veh. Technol., 2003

Optimal training for block transmissions over doubly selective wireless fading channels.
IEEE Trans. Signal Process., 2003

Full-diversity full-rate complex-field space-time coding.
IEEE Trans. Signal Process., 2003

Optimal transmitter eigen-beamforming and space-time block coding based on channel correlations.
IEEE Trans. Inf. Theory, 2003

Single-carrier space-time block-coded transmissions over frequency-selective fading channels.
IEEE Trans. Inf. Theory, 2003

Complex-field coding for OFDM over fading wireless channels.
IEEE Trans. Inf. Theory, 2003

Maximum-diversity transmissions over doubly selective wireless channels.
IEEE Trans. Inf. Theory, 2003

Orthogonal multiple access over time- and frequency-selective channels.
IEEE Trans. Inf. Theory, 2003

Bandwidth- and power-efficient multicarrier multiple access.
IEEE Trans. Commun., 2003

A simple and general parameterization quantifying performance in fading channels.
IEEE Trans. Commun., 2003

Linear constellation precoding for OFDM with maximum multipath diversity and coding gains.
IEEE Trans. Commun., 2003

Bounding performance and suppressing intercarrier interference in wireless mobile OFDM.
IEEE Trans. Commun., 2003

Digital-carrier multi-band user codes for baseband UWB multiple access.
J. Commun. Networks, 2003

Designing optimal pulse-shapers for ultra-wideband radios.
J. Commun. Networks, 2003

Combining Galois with complex field coding for space-time communications.
Eur. Trans. Telecommun., 2003

Bandwidth- and power-efficient multi-carrier multiple access.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Adaptive modulation for multi-antenna transmissions with channel mean feedback.
Proceedings of IEEE International Conference on Communications, 2003

Algebraic design of unitary space-time constellations.
Proceedings of IEEE International Conference on Communications, 2003

How accurate channel prediction needs to be for adaptive modulation in Rayleigh MIMO channels?
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Non-data aided timing acquisition of ultra-wideband transmissions using cyclostationarity.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fixed fragment-size packet transmissions with distributed redundancy over multipath fading channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Ultra-wideband communications: an idea whose time has come.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Differential space-time modulation with transmit-beamforming for correlated MIMO fading channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Low-complexity training for rapid timing acquisition in ultra wideband communications.
Proceedings of the Global Telecommunications Conference, 2003

BER sensitivity to mistiming in correlation-based UWB.
Proceedings of the Global Telecommunications Conference, 2003

2002
Complex field coded MIMO systems: performance, rate, and trade-offs.
Wirel. Commun. Mob. Comput., 2002

Deterministic Time-Varying Packet Fair Queueing for Integrated Services Networks.
J. VLSI Signal Process., 2002

Average-rate optimal PSAM transmissions over time-selective fading channels.
IEEE Trans. Wirel. Commun., 2002

Subspace-based (semi-) blind channel estimation for block precoded space-time OFDM.
IEEE Trans. Signal Process., 2002

Optimal transmitter eigen-beamforming and space-time block coding based on channel mean feedback.
IEEE Trans. Signal Process., 2002

Space-time block-coded OFDMA with linear precoding for multirate services.
IEEE Trans. Signal Process., 2002

Optimal designs for space-time linear precoders and decoders.
IEEE Trans. Signal Process., 2002

Space-time-frequency coded OFDM over frequency-selective fading channels.
IEEE Trans. Signal Process., 2002

Capon multiuser receiver for CDMA systems with space-time coding.
IEEE Trans. Signal Process., 2002

Performance analysis of blind carrier frequency offset estimators for noncircular transmissions through frequency-selective channels.
IEEE Trans. Signal Process., 2002

Performance analysis of a deterministic channel estimator for block transmission systems with null guard intervals.
IEEE Trans. Signal Process., 2002

Guest editorial.
IEEE Trans. Signal Process., 2002

Asymptotic analysis of blind cyclic correlation-based symbol-rate estimators.
IEEE Trans. Inf. Theory, 2002

Digital multi-carrier spread spectrum versus direct sequence spread spectrum for resistance to jamming and multipath.
IEEE Trans. Commun., 2002

Chip-interleaved block-spread code division multiple access.
IEEE Trans. Commun., 2002

Optimal training and redundant precoding for block transmissions with application to wireless OFDM.
IEEE Trans. Commun., 2002

Cyclic prefixing or zero padding for wireless multicarrier transmissions?
IEEE Trans. Commun., 2002

Turbo demodulation of zero-padded OFDM transmissions.
IEEE Trans. Commun., 2002

All-digital impulse radio with multiuser detection for wireless cellular systems.
IEEE Trans. Commun., 2002

Space-time coding and Kalman filtering for time-selective fading channels.
IEEE Trans. Commun., 2002

Multistage block-spreading for impulse radio multiple access through ISI channels.
IEEE J. Sel. Areas Commun., 2002

Channel-independent synchronization of orthogonal frequency division multiple access systems.
IEEE J. Sel. Areas Commun., 2002

High-rate space-time layered OFDM.
IEEE Commun. Lett., 2002

Optimality of single-carrier zero-padded block transmissions.
Proceedings of the 2002 IEEE Wireless Communications and Networking Conference Record, 2002

Maximum-diversity transmissions over time-selective wireless channels.
Proceedings of the 2002 IEEE Wireless Communications and Networking Conference Record, 2002

High-rate layered space-time transmissions based on constellation-rotation.
Proceedings of the 2002 IEEE Wireless Communications and Networking Conference Record, 2002

Turbo decoding of error control coded and unitary precoded OFDM.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Space-time-frequency trellis coding for frequency-selective fading channels.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Chip-interleaved block-spread CDMA for the downlink with inter-cell interference and soft hand-off.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Block-spreading codes for impulse radio multiple access through ISI channels.
Proceedings of the IEEE International Conference on Communications, 2002

Multi-carrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels.
Proceedings of the IEEE International Conference on Communications, 2002

Optimal transmitter eigen-beamforming and space time block coding based on channel mean.
Proceedings of the IEEE International Conference on Acoustics, 2002

Optimal training for block transmissions over doubly-selective fading channels.
Proceedings of the IEEE International Conference on Acoustics, 2002

Space-time-frequency block coded OFDM with subcarrier grouping and constellation precoding.
Proceedings of the IEEE International Conference on Acoustics, 2002

Chip-Interleaved Block-Spread CDMA or DS-CDMA for cellular downlink?
Proceedings of the IEEE International Conference on Acoustics, 2002

Space-Time-Doppler coding over time-selective fading channels with maximum diversity and coding gains.
Proceedings of the IEEE International Conference on Acoustics, 2002

What determines average and outage performance in fading channels?
Proceedings of the Global Telecommunications Conference, 2002

Space-time-multipath coding using digital phase sweeping.
Proceedings of the Global Telecommunications Conference, 2002

Bayesian estimation of clipped Gaussian processes with application to OFDM.
Proceedings of the 11th European Signal Processing Conference, 2002

Layered space-time OFDM with high-performance and high-rate.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Estimation of Doppler spread and signal strength in mobile communications with applications to handoff and adaptive transmission.
Wirel. Commun. Mob. Comput., 2001

Space-time coding for broadband wireless communications.
Wirel. Commun. Mob. Comput., 2001

On velocity estimation and correlation properties of narrow-band mobile communication channels.
IEEE Trans. Veh. Technol., 2001

Performance analysis of blind carrier phase estimators for general QAM constellations.
IEEE Trans. Signal Process., 2001

Time-averaged subspace methods for radar clutter texture retrieval.
IEEE Trans. Signal Process., 2001

Long codes for generalized FH-OFDMA through unknown multipath channels.
IEEE Trans. Commun., 2001

Finite-alphabet based channel estimation for OFDM and related multicarrier systems.
IEEE Trans. Commun., 2001

Block precoding for MUI/ISI-resilient generalized multicarrier CDMA with multirate capabilities.
IEEE Trans. Commun., 2001

Block FIR decision-feedback equalizers for filterbank precoded transmissions with blind channel estimation capabilities.
IEEE Trans. Commun., 2001

Double differential space-time block coding for time-selective fading channels.
IEEE Trans. Commun., 2001

Space-time block-coded multiple access through frequency-selective fading channels.
IEEE Trans. Commun., 2001

Space-time coding with maximum diversity gains over frequency-selective fading channels.
IEEE Signal Process. Lett., 2001

Carrier frequency offset estimation for OFDM-based WLANs.
IEEE Signal Process. Lett., 2001

A bibliography on nonlinear system identification.
Signal Process., 2001

Non-data-aided carrier offset estimators for OFDM with null subcarriers: identifiability, algorithms, and performance.
IEEE J. Sel. Areas Commun., 2001

Transmit antennae space-time block coding for generalized OFDM in the presence of unknown multipath.
IEEE J. Sel. Areas Commun., 2001

Joint symbol timing and channel estimation for OFDM based WLANs.
IEEE Commun. Lett., 2001

On the estimation of the K parameter for the Rice fading distribution.
IEEE Commun. Lett., 2001

Superimposed training on redundant precoding for low-complexity recovery of block transmissions.
Proceedings of the IEEE International Conference on Communications, 2001

Non-data-aided frequency-offset and channel estimation in OFDM: and related block transmissions.
Proceedings of the IEEE International Conference on Communications, 2001

Time and frequency synchronization of orthogonal frequency division multiple access systems.
Proceedings of the IEEE International Conference on Communications, 2001

Comparison of digital multi-carrier with direct sequence spread spectrum in the presence of multipath.
Proceedings of the IEEE International Conference on Acoustics, 2001

Performance analysis of moment-based estimators for the K parameter of the Rice fading distribution.
Proceedings of the IEEE International Conference on Acoustics, 2001

Channel-independent non-data aided synchronization of generalized multiuser OFDM.
Proceedings of the IEEE International Conference on Acoustics, 2001

Space-time diversity systems based on unitary constellation-rotating precoders.
Proceedings of the IEEE International Conference on Acoustics, 2001

Space-time coded transmissions with maximum diversity gains over frequency-selective multipath fading channels.
Proceedings of the Global Telecommunications Conference, 2001

Multiuser spreading codes retaining orthogonality through unknown time- and frequency-selective fading.
Proceedings of the Global Telecommunications Conference, 2001

Optimized null-subcarrier selection for CFO estimation in OFDM over frequency-selective fading channels.
Proceedings of the Global Telecommunications Conference, 2001

Space-time constellation-rotating codes maximizing diversity and coding gains.
Proceedings of the Global Telecommunications Conference, 2001

2000
Transmitter redundancy for blind estimation and equalization of time- and frequency-selective channels.
IEEE Trans. Signal Process., 2000

Blind PARAFAC receivers for DS-CDMA systems.
IEEE Trans. Signal Process., 2000

Parallel factor analysis in sensor array processing.
IEEE Trans. Signal Process., 2000

Blind channel and carrier frequency offset estimation using periodic modulation precoders.
IEEE Trans. Signal Process., 2000

Lagrange/Vandermonde MUI eliminating user codes for quasi-synchronous CDMA in unknown multipath.
IEEE Trans. Signal Process., 2000

Blind channel identification and equalization using periodic modulation precoders: performance analysis.
IEEE Trans. Signal Process., 2000

Blind identification of multichannel FIR blurs and perfect image restoration.
IEEE Trans. Image Process., 2000

AMOUR-generalized multicarrier transceivers for blind CDMA regardless of multipath.
IEEE Trans. Commun., 2000

Wireless multicarrier communications.
IEEE Signal Process. Mag., 2000

Signal processing advances in wireless and mobile communications.
IEEE Signal Process. Mag., 2000

Load-Adaptive MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Linear and DF Receivers.
Eur. Trans. Telecommun., 2000

Generalized frequency hopping OFDMA through unknown frequency-selective multipath channels.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

A spectral moment approach to velocity estimation in mobile communications.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

Multiuser decision-feedback equalization of block-spread multirate transmissions for QoS wireless networking.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

Packet Fair Queueing Scheduling Based on Multirate Multipath-Transparent CDMA for Wireless Networks.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

Block Spreading for MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Multirate Capabilities.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

OFDM with Trailing Zeros versus OFDM with Cyclic Prefix: Links, Comparisons, and Application to the HiperLAN/2 System.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

Robust OFDM transmissions over frequency-selective channels with multiplicative time-selective effects.
Proceedings of the IEEE International Conference on Acoustics, 2000

Reduced complexity equalizers for zero-padded OFDM transmissions.
Proceedings of the IEEE International Conference on Acoustics, 2000

Wideband generalized multicarrier CDMA over frequency-selective wireless channels.
Proceedings of the IEEE International Conference on Acoustics, 2000

Recovering clipped OFDM symbols with Bayesian inference.
Proceedings of the IEEE International Conference on Acoustics, 2000

Performance of non-data aided carrier offset estimation for non-circular transmissions through frequency-selective channels.
Proceedings of the IEEE International Conference on Acoustics, 2000

All-digital PAM impulse radio for multiple-access through frequency-selective multipath.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

Optimal transmit-diversity precoders for random fading channels.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

Asymptotic analysis of blind cyclic correlation based symbol rate estimation.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
A simple proof of a known blind channel identifiability result.
IEEE Trans. Signal Process., 1999

Redundant filterbank precoders and equalizers. II. Blind channel estimation, synchronization, and direct equalization.
IEEE Trans. Signal Process., 1999

Redundant filterbank precoders and equalizers. I. Unification and optimal designs.
IEEE Trans. Signal Process., 1999

Exploiting input cyclostationarity for blind channel identification in OFDM systems.
IEEE Trans. Signal Process., 1999

Hybrid FM-polynomial phase signal modeling: parameter estimation and Cramer-Rao bounds.
IEEE Trans. Signal Process., 1999

Direct blind equalizers of multiple FIR channels: a deterministic approach.
IEEE Trans. Signal Process., 1999

Improved estimation of hyperbolic frequency modulated chirp signals.
IEEE Trans. Signal Process., 1999

Filterbank Transceivers Optimizing Information Rate in Block Transmissions over Dispersive Channels.
IEEE Trans. Inf. Theory, 1999

Highlights of Signal Processing for Communications.
IEEE Signal Process. Mag., 1999

Design of user codes in QS-CDMA systems for MUI elimination in unknown multipath.
IEEE Commun. Lett., 1999

Minimum redundancy filterbank precoder for blind channel identification irrespective of channel nulls.
Proceedings of the 1999 IEEE Wireless Communications and Networking Conference, 1999

Block redundant constant modulus algorithm for channel-irrespective blind identifiability.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Non-data aided joint estimation of carrier frequency offset and channel using periodic modulation precoders: performance analysis.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Fading-resistant and MUI-free codes for CDMA systems.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Mutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Blind channel identification and equalization with modulation-induced cyclostationarity.
IEEE Trans. Signal Process., 1998

Deterministic approaches for blind equalization of time-varying channels with antenna arrays.
IEEE Trans. Signal Process., 1998

Generalized differential encoding: a nonlinear signal processing perspective.
IEEE Trans. Signal Process., 1998

Blind identification of ARMA channels with periodically modulated inputs.
IEEE Trans. Signal Process., 1998

Product high-order ambiguity function for multicomponent polynomial-phase signal modeling.
IEEE Trans. Signal Process., 1998

A harmonic retrieval framework for discontinuous motion estimation.
IEEE Trans. Image Process., 1998

Frequency offset and symbol timing recovery in flat-fading channels: a cyclostationary approach.
IEEE Trans. Commun., 1998

Highlights of statistical signal and array processing.
IEEE Signal Process. Mag., 1998

Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels.
Proc. IEEE, 1998

Redundant filterbank precoders and equalizers: unification and optimal designs.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Self-recovering multirate equalizers using redundant filterbank precoders.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Performance analysis of blind channel estimators based on non-redundant periodic modulation precoders.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Subspace methods for blind estimation of time-varying FIR channels.
IEEE Trans. Signal Process., 1997

Transmitter induced cyclostationarity for blind channel equalization.
IEEE Trans. Signal Process., 1997

Blind estimation of direct sequence spread spectrum signals in multipath.
IEEE Trans. Signal Process., 1997

Linear multichannel blind equalizers of nonlinear FIR Volterra channels.
IEEE Trans. Signal Process., 1997

Blind fractionally spaced equalization of noisy FIR channels: direct and adaptive solutions.
IEEE Trans. Signal Process., 1997

Asymptotically optimal blind fractionally spaced channel estimation and performance analysis.
IEEE Trans. Signal Process., 1997

Multichannel blind signal separation and reconstruction.
IEEE Trans. Speech Audio Process., 1997

Filterbanks for blind channel identification and equalization.
IEEE Signal Process. Lett., 1997

Bibliography on higher-order statistics.
Signal Process., 1997

Cyclostationarity in partial response signaling: a novel framework for blind equalization.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Adaptive blind equalization of time-varying channels.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Expert Summaries.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
On polynomial phase signals with time-varying amplitudes.
IEEE Trans. Signal Process., 1996

Optimal decorrelating receivers for DS-CDMA systems: a signal processing framework.
IEEE Trans. Signal Process., 1996

Modeling (almost) periodic moving average processes using cyclic statistics.
IEEE Trans. Signal Process., 1996

Noisy input/output system identification using cumulants and the Steiglitz-McBride algorithm.
IEEE Trans. Signal Process., 1996

Polyspectral analysis of mixed processes and coupled harmonics.
IEEE Trans. Inf. Theory, 1996

Image modeling using inverse filtering criteria with application to textures.
IEEE Trans. Image Process., 1996

Spatiotemporal approach for time-varying global image motion estimation.
IEEE Trans. Image Process., 1996

Equalization of rapidly fading channels: self-recovering methods.
IEEE Trans. Commun., 1996

Estimation and equalization of fading channels with random coefficients.
Signal Process., 1996

Editorial.
Signal Process., 1996

Blurs and perfect image restoration.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Harmonics in multiplicative and additive noise: performance analysis of cyclic estimators.
IEEE Trans. Signal Process., 1995

Harmonics in Gaussian multiplicative and additive noise: Cramer-Rao bounds.
IEEE Trans. Signal Process., 1995

Retrieval of self-coupled harmonics.
IEEE Trans. Signal Process., 1995

Principal component filter banks for optimal multiresolution analysis.
IEEE Trans. Signal Process., 1995

Estimating random amplitude polynomial phase signals: a cyclostationary approach.
IEEE Trans. Signal Process., 1995

Harmonics in multiplicative and additive noise: parameter estimation using cyclic statistics.
IEEE Trans. Signal Process., 1995

Harmonic retrieval using higher order statistics: a deterministic formulation.
IEEE Trans. Signal Process., 1995

Asymptotic theory of mixed time averages and k th-order cyclic-moment and cumulant statistics.
IEEE Trans. Inf. Theory, 1995

Bispectral analysis and model validation of texture images.
IEEE Trans. Image Process., 1995

Image motion estimation algorithms using cumulants.
IEEE Trans. Image Process., 1995

Polyspectral and cyclostationary approaches for identification of closed-loop systems.
IEEE Trans. Autom. Control., 1995

Cumulant-based autocorrelation estimates of non-Gaussian linear processes.
Signal Process., 1995

2-D harmonic retrieval using higher-order statistics.
Multidimens. Syst. Signal Process., 1995

Multirate filter banks for code-division multiple access systems.
Proceedings of the 1995 International Conference on Acoustics, 1995

Blind fractionally-spaced equalization of noisy FIR channels: adaptive and optimal solutions.
Proceedings of the 1995 International Conference on Acoustics, 1995

Velocity and acceleration estimation of Doppler weather radar/lidar signals in colored noise.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Multichannel ARMA processes.
IEEE Trans. Signal Process., 1994

Signal selective localization of nonGaussian cyclostationary sources.
IEEE Trans. Signal Process., 1994

Detection and parameter estimation of multiple nonGaussian sources via higher order statistics.
IEEE Trans. Signal Process., 1994

Estimation and detection in non-Gaussian noise using higher order statistics.
IEEE Trans. Signal Process., 1994

Parameter estimation of cyclostationary AM time series with application to missing observations.
IEEE Trans. Signal Process., 1994

Time-domain tests for Gaussianity and time-reversibility.
IEEE Trans. Signal Process., 1994

Statistical tests for presence of cyclostationarity.
IEEE Trans. Signal Process., 1994

Nonparametric polyspectral estimators for <i>k</i>th-order (almost) cyclostationary processes.
IEEE Trans. Inf. Theory, 1994

Consistent identification of stochastic linear systems with noisy input-output data.
Autom., 1994

Image Modeling Using Inverse Filtering Criteria with Application to Texture Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Spatio-Temporal Approach for Time-Varying Image Motion Estimation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Self coupled harmonics: stationary and cyclostationary approaches.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Extraction of almost periodic signals using cyclostationarity.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Time-varying system identification and model validation using wavelets.
IEEE Trans. Signal Process., 1993

Nonparametric cyclic- polyspectral analysis of AM signals and processes with missing observations.
IEEE Trans. Inf. Theory, 1993

Modeling of non-Gaussian array data using cumulants: DOA estimation of more sources with less sensors.
Signal Process., 1993

Blind equalization of rapidly fading channels via exploitation of cyclostationarity and higher-order statistics.
Proceedings of the IEEE International Conference on Acoustics, 1993

Detection in colored non-Gaussian noise using cumulants.
Proceedings of the IEEE International Conference on Acoustics, 1993

Information theoretic criteria for non-Gaussian ARMA order determination and parameter estimation.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Counterexamples to 'On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes' [and reply].
IEEE Trans. Signal Process., 1992

Strongly consistent identification algorithms and noise insensitive MSE criteria.
IEEE Trans. Signal Process., 1992

A unifying maximum-likelihood view of cumulant and polyspectral measures for non-Gaussian signal classification and estimation.
IEEE Trans. Inf. Theory, 1992

Object and Texture Classification Using Higher Order Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Identifiability of general ARMA processes using linear cumulant-based estimators.
Autom., 1992

Cyclic-cumulant based identification of almost periodically time-varying systems: parametric methods.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Texture model validation using higher-order statistics.
Proceedings of the 1991 International Conference on Acoustics, 1991

HOS or SOS for parametric modeling?
Proceedings of the 1991 International Conference on Acoustics, 1991

Strongly consistent output only and input/output identification in the presence of Gaussian noise.
Proceedings of the 1991 International Conference on Acoustics, 1991

Noise insensitive image motion estimation using cumulants.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Signal detection and classification using matched filtering and higher order statistics.
IEEE Trans. Acoust. Speech Signal Process., 1990

On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes.
IEEE Trans. Acoust. Speech Signal Process., 1990

Cumulant-based order determination of non-Gaussian ARMA models.
IEEE Trans. Acoust. Speech Signal Process., 1990

Linear modeling of multidimensional non-gaussian processes using cumulants.
Multidimens. Syst. Signal Process., 1990

Lessons in digital estimation theory: Jerry M. Mendel.
Autom., 1990

FIR modeling using log-bispectra: weighted least-squares algorithms and performance analysis.
Proceedings of the 1990 International Conference on Acoustics, 1990

Linear and non-linear adaptive noise cancelers.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Identification of nonminimum phase systems using higher order statistics.
IEEE Trans. Acoust. Speech Signal Process., 1989

Comments, with reply, on 'Cumulants: a powerful tool in signal processing' by G.B. Giannakis.
Proc. IEEE, 1989

A unified approach to modeling multichannel ARMA processes.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
ARMA modeling and phase reconstruction of multidimensional non-Gaussian processes using cumulants.
Proceedings of the IEEE International Conference on Acoustics, 1988

Cumulant based parameter estimation of multichannel moving-average processes.
Proceedings of the IEEE International Conference on Acoustics, 1988

Maximum entropy extrapolation of cumulant statistics: linear processes.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
Cumulants: A powerful tool in signal processing.
Proc. IEEE, 1987

A fast prediction-error detector for estimating sparse-spike sequences.
Proceedings of the IEEE International Conference on Acoustics, 1987

ARMA Modeling using cumulant and autocorrelation statistics.
Proceedings of the IEEE International Conference on Acoustics, 1987


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