2025
Remote State Estimation over a Wearing Channel: Information Freshness vs. Channel Aging.
CoRR, January, 2025
Distributed Conformal Prediction via Message Passing.
CoRR, January, 2025
Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs.
CoRR, January, 2025
Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift.
CoRR, January, 2025
Distilling Calibration via Conformalized Credal Inference.
CoRR, January, 2025
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search.
IEEE Trans. Signal Process., 2025
2024
Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications.
IEEE Wirel. Commun., December, 2024
Robust PAC<sub>m</sub>: Training Ensemble Models Under Misspecification and Outliers.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels.
IEEE Wirel. Commun., August, 2024
Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks.
Entropy, February, 2024
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024
Federated Inference With Reliable Uncertainty Quantification Over Wireless Channels via Conformal Prediction.
IEEE Trans. Signal Process., 2024
Neuromorphic Split Computing With Wake-Up Radios: Architecture and Design via Digital Twinning.
IEEE Trans. Signal Process., 2024
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization.
IEEE Signal Process. Lett., 2024
Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control.
IEEE J. Sel. Areas Inf. Theory, 2024
Quantum Information Processing, Sensing and Communications: Their Myths, Realities and Futures.
CoRR, 2024
Robust Bayesian Optimization via Localized Online Conformal Prediction.
CoRR, 2024
NCAirFL: CSI-Free Over-the-Air Federated Learning Based on Non-Coherent Detection.
CoRR, 2024
Bayes2IMC: In-Memory Computing for Bayesian Binary Neural Networks.
CoRR, 2024
Neuromorphic Wireless Split Computing with Multi-Level Spikes.
CoRR, 2024
Accelerating Multi-UAV Collaborative Sensing Data Collection: A Hybrid TDMA-NOMA-Cooperative Transmission in Cell-Free MIMO Networks.
CoRR, 2024
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning.
CoRR, 2024
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems.
CoRR, 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection.
CoRR, 2024
Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints.
CoRR, 2024
Statistically Valid Information Bottleneck via Multiple Hypothesis Testing.
CoRR, 2024
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO.
CoRR, 2024
Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers.
CoRR, 2024
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning.
CoRR, 2024
Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs.
CoRR, 2024
Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems.
CoRR, 2024
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference.
CoRR, 2024
Cell-Free MIMO Perceptive Mobile Networks: Cloud vs. Edge Processing.
CoRR, 2024
CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming.
CoRR, 2024
Uncertainty, Calibration, and Membership Inference Attacks: An Information-Theoretic Perspective.
CoRR, 2024
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins.
CoRR, 2024
Low-Rank Gradient Compression with Error Feedback for MIMO Wireless Federated Learning.
CoRR, 2024
AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024
Cell-Free Multi-User MIMO Equalization via In-Context Learning.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024
Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024
Neuromorphic Semantic Communications with Wake-Up Radios.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024
Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors.
Proceedings of the 35th IEEE International Symposium on Personal, 2024
Localized Adaptive Risk Control.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Generalization and Informativeness of Conformal Prediction.
Proceedings of the IEEE International Symposium on Information Theory, 2024
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis.
Proceedings of the IEEE International Symposium on Information Theory, 2024
Cross-Validation Conformal Risk Control.
Proceedings of the IEEE International Symposium on Information Theory, 2024
Neuromorphic Wireless Device-Edge Co-Inference via the Directed Information Bottleneck.
Proceedings of the International Conference on Neuromorphic Systems, 2024
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models.
Proceedings of the IEEE International Conference on Communications Workshops, 2024
Batch Selection and Communication for Active Learning with Edge Labeling.
Proceedings of the IEEE International Conference on Communications Workshops, 2024
Welcome Message from the Chairs.
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Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024
Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks.
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024
2023
Time-warping invariant quantum recurrent neural networks via quantum-classical adaptive gating.
Mach. Learn. Sci. Technol., December, 2023
Online Meta-Learning for Hybrid Model-Based Deep Receivers.
IEEE Trans. Wirel. Commun., October, 2023
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management.
IEEE Trans. Cogn. Commun. Netw., October, 2023
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems.
IEEE J. Sel. Areas Commun., October, 2023
Blind Source Separation of Intermittent Frequency Hopping Sources over LOS and NLOS Channels.
Entropy, September, 2023
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications.
IEEE Trans. Cogn. Commun. Netw., August, 2023
Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy.
IEEE Trans. Wirel. Commun., May, 2023
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference.
IEEE Trans. Cogn. Commun. Netw., April, 2023
Neuromorphic Integrated Sensing and Communications.
IEEE Wirel. Commun. Lett., March, 2023
Compressed Particle-Based Federated Bayesian Learning and Unlearning.
IEEE Commun. Lett., February, 2023
Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical Communications.
Entropy, February, 2023
Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks.
IEEE Trans. Wirel. Commun., 2023
Network Topology Inference Based on Timing Meta-Data.
IEEE Trans. Commun., 2023
Information Bottleneck-Inspired Type Based Multiple Access for Remote Estimation in IoT Systems.
IEEE Signal Process. Lett., 2023
On the impact of deep neural network calibration on adaptive edge offloading for image classification.
J. Netw. Comput. Appl., 2023
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems.
Found. Trends Signal Process., 2023
Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates.
CoRR, 2023
Communication-Constrained Bayesian Active Knowledge Distillation.
CoRR, 2023
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design.
CoRR, 2023
Statistical Complexity of Quantum Learning.
CoRR, 2023
Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing.
CoRR, 2023
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction.
CoRR, 2023
SpikeCP: Delay-Adaptive Reliable Spiking Neural Networks via Conformal Prediction.
CoRR, 2023
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning.
CoRR, 2023
Calibration-Aware Bayesian Learning.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis.
Proceedings of the IEEE Information Theory Workshop, 2023
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels.
Proceedings of the IEEE Information Theory Workshop, 2023
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Digital Twin-Based Multiple Access Optimization and Monitoring via Model-Driven Bayesian Learning.
Proceedings of the IEEE International Conference on Communications, 2023
Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers.
Proceedings of the IEEE International Conference on Communications, 2023
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Calibrating AI Models for Few-Shot Demodulation VIA Conformal Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023
Learning Quantum Entanglement Distillation With Noisy Classical Communications.
Proceedings of the IEEE International Conference on Acoustics, 2023
Channel-Driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
Bayesian Over-the-Air FedAvg via Channel Driven Stochastic Gradient Langevin Dynamics.
Proceedings of the IEEE Global Communications Conference, 2023
Convergence Analysis of Over-the-Air FL with Compression and Power Control via Clipping.
Proceedings of the IEEE Global Communications Conference, 2023
Optimizing Information Freshness Over a Channel that Wears Out.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO.
IEEE Trans. Wirel. Commun., 2022
Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent.
IEEE Trans. Signal Process., 2022
Bayesian Active Meta-Learning for Reliable and Efficient AI-Based Demodulation.
IEEE Trans. Signal Process., 2022
Multisample Online Learning for Probabilistic Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
Transfer Meta-Learning: Information- Theoretic Bounds and Information Meta-Risk Minimization.
IEEE Trans. Inf. Theory, 2022
Learning to Broadcast for Ultra-Reliable Communication With Differential Quality of Service via the Conditional Value at Risk.
IEEE Trans. Commun., 2022
Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning.
IEEE Trans. Computers, 2022
Multiscale Wavelet Transfer Entropy With Application to Corticomuscular Coupling Analysis.
IEEE Trans. Biomed. Eng., 2022
Joint Design of Radar Waveform and Detector via End-to-End Learning With Waveform Constraints.
IEEE Trans. Aerosp. Electron. Syst., 2022
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization.
IEEE Signal Process. Lett., 2022
Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers.
IEEE J. Sel. Areas Commun., 2022
Grant-Free Coexistence of Critical and Noncritical IoT Services in Two-Hop Satellite and Terrestrial Networks.
IEEE Internet Things J., 2022
An Introduction to Quantum Machine Learning for Engineers.
Found. Trends Signal Process., 2022
Bayesian continual learning via spiking neural networks.
Frontiers Comput. Neurosci., 2022
Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-Learning.
Entropy, 2022
An Information-Theoretic Analysis of the Cost of Decentralization for Learning and Inference under Privacy Constraints.
Entropy, 2022
Semantics-Aware Remote Estimation via Information Bottleneck-Inspired Type Based Multiple Access.
CoRR, 2022
Calibrating AI Models for Wireless Communications via Conformal Prediction.
CoRR, 2022
Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis.
CoRR, 2022
Learning Distributed Quantum State Discrimination with Noisy Classical Communications.
CoRR, 2022
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition.
CoRR, 2022
Robust PAC<sup>m</sup>: Training Ensemble Models Under Model Misspecification and Outliers.
CoRR, 2022
Transfer Learning in Quantum Parametric Classifiers: An Information-Theoretic Generalization Analysis.
CoRR, 2022
AI-Based Channel Prediction in D2D Links: An Empirical Validation.
IEEE Access, 2022
Leveraging Channel Noise for Sampling and Privacy via Quantized Federated Langevin Monte Carlo.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022
Bayesian Active Meta-Learning for Black-Box Optimization.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022
Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Adaptive Worker Grouping for Communication-Efficient and Straggler-Tolerant Distributed SGD.
Proceedings of the IEEE International Symposium on Information Theory, 2022
Learning to Broadcast with Layered Division Multiplexing.
Proceedings of the IEEE International Symposium on Information Theory, 2022
Robust Design of Rate-Splitting Multiple Access With Imperfect CSI for Cell-Free MIMO Systems.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation.
Proceedings of the IEEE International Conference on Acoustics, 2022
Robust Distributed Bayesian Learning with Stragglers via Consensus Monte Carlo.
Proceedings of the IEEE Global Communications Conference, 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Fast Adaptation of Radar Detection via Online Meta-learning.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Prediction of mmWave/THz Link Blockages Through Meta-Learning and Recurrent Neural Networks.
IEEE Wirel. Commun. Lett., 2021
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning.
IEEE Trans. Signal Process., 2021
Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency.
IEEE Trans. Signal Inf. Process. over Networks, 2021
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021
Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication.
IEEE Trans. Commun., 2021
Adaptive Coding and Channel Shaping Through Reconfigurable Intelligent Surfaces: An Information-Theoretic Analysis.
IEEE Trans. Commun., 2021
Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes].
IEEE Signal Process. Mag., 2021
Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks.
IEEE Signal Process. Lett., 2021
Guest Editorial for Special Issue on Coded Computing.
IEEE J. Sel. Areas Inf. Theory, 2021
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis.
IEEE J. Sel. Areas Commun., 2021
Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control.
IEEE J. Sel. Areas Commun., 2021
Spiking Neural Networks - Part III: Neuromorphic Communications.
IEEE Commun. Lett., 2021
Spiking Neural Networks - Part II: Detecting Spatio-Temporal Patterns.
IEEE Commun. Lett., 2021
Spiking Neural Networks - Part I: Detecting Spatial Patterns.
IEEE Commun. Lett., 2021
Information-Theoretic Generalization Bounds for Meta-Learning and Applications.
Entropy, 2021
Coded Consensus Monte Carlo: Robust One-Shot Distributed Bayesian Learning with Stragglers.
CoRR, 2021
Forget-SVGD: Particle-Based Bayesian Federated Unlearning.
CoRR, 2021
BAMLD: Bayesian Active Meta-Learning by Disagreement.
CoRR, 2021
Black-Box and Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks.
CoRR, 2021
Latency-Constrained Prediction of mmWave/THz Link Blockages through Meta-Learning.
CoRR, 2021
Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning.
CoRR, 2021
Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-Learning.
Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021
Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural Networks.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
HyperRNN: Deep Learning-Aided Downlink CSI Acquisition via Partial Channel Reciprocity for FDD Massive MIMO.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Transfer Bayesian Meta-Learning Via Weighted Free Energy Minimization.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
A Unified PAC-Bayesian Framework for Machine Unlearning via Information Risk Minimization.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Conditional Mutual Information-Based Generalization Bound for Meta Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2021
Single-RF Multi-User Communication Through Reconfigurable Intelligent Surfaces: An Information-Theoretic Analysis.
Proceedings of the IEEE International Symposium on Information Theory, 2021
An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2021
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks.
Proceedings of the ICC 2021, 2021
Multi-Sample Online Learning for Spiking Neural Networks Based on Generalized Expectation Maximization.
Proceedings of the IEEE International Conference on Acoustics, 2021
Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence.
Proceedings of the 29th European Signal Processing Conference, 2021
Fast Data-Driven Adaptation of Radar Detection via Meta-Learning.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Information-Centric Grant-Free Access for IoT Fog Networks: Edge vs. Cloud Detection and Learning.
IEEE Trans. Wirel. Commun., 2020
Private and Secure Distributed Matrix Multiplication With Flexible Communication Load.
IEEE Trans. Inf. Forensics Secur., 2020
How Much Can D2D Communication Reduce Content Delivery Latency in Fog Networks With Edge Caching?
IEEE Trans. Commun., 2020
Non-Orthogonal Unicast and Broadcast Transmission via Joint Beamforming and LDM in Cellular Networks.
IEEE Trans. Broadcast., 2020
Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison.
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IEEE Open J. Commun. Soc., 2020
Adaptive Offline and Online Similarity-Based Caching.
IEEE Netw. Lett., 2020
BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning.
CoRR, 2020
Free Energy Minimization: A Unified Framework for Modelling, Inference, Learning, and Optimization.
CoRR, 2020
Computation capacities of a broad class of signaling networks are higher than their communication capacities.
CoRR, 2020
Conditional Mutual Information Bound for Meta Generalization Gap.
CoRR, 2020
SpinAPS: A High-Performance Spintronic Accelerator for Probabilistic Spiking Neural Networks.
CoRR, 2020
Multi-Compartment Variational Online Learning for Spiking Neural Networks.
CoRR, 2020
Memristors - from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing.
CoRR, 2020
Uncoordinated Grant-Free Radio Access via Diversity for Critical and Non-Critical IoT Services.
CoRR, 2020
Memristors - From In-Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio-Inspired Computing.
Adv. Intell. Syst., 2020
Optimizing Over-the-Air Computation in IRS-Aided C-RAN Systems.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Decentralized Federated Learning via SGD over Wireless D2D Networks.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Fog-Based Detection for Random-Access IoT Networks with Per-Measurement Preambles.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Address-Event Variable-Length Compression for Time-Encoded Data.
Proceedings of the International Symposium on Information Theory and Its Applications, 2020
Coded Computation Against Straggling Channel Decoders in the Cloud for Gaussian Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2020
Multi-Cell Mobile Edge Coded Computing: Trading Communication and Computing for Distributed Matrix Multiplication.
Proceedings of the IEEE International Symposium on Information Theory, 2020
Beyond Max-SNR: Joint Encoding for Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE International Symposium on Information Theory, 2020
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner- Take-All Circuits.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Inter-Tenant Cooperative Reception for C-RAN Systems With Spectrum Pooling.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Space Diversity-Based Grant-Free Random Access for Critical and Non-Critical IoT Services.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Joint Source-Channel Coding and Bayesian Message Passing Detection for Grant-Free Radio Access in IoT.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Cooperative Learning VIA Federated Distillation OVER Fading Channels.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems.
Proceedings of the 2nd 6G Wireless Summit, 2020
Grant-Free Access for IoT in Beyond-5G Systems: The Potential of Receiver Diversity.
Proceedings of the 2nd 6G Wireless Summit, 2020
2019
Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels.
IEEE Trans. Veh. Technol., 2019
Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes.
IEEE Trans. Inf. Theory, 2019
Joint Design of Fronthauling and Hybrid Beamforming for Downlink C-RAN Systems.
IEEE Trans. Commun., 2019
Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding.
IEEE Trans. Commun., 2019
Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors].
IEEE Signal Process. Mag., 2019
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications.
IEEE Signal Process. Mag., 2019
Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks.
IEEE Signal Process. Lett., 2019
Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees.
IEEE J. Sel. Areas Commun., 2019
Soft-TTL: Time-Varying Fractional Caching.
IEEE Netw. Lett., 2019
On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems.
IEEE Commun. Lett., 2019
Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning.
IEEE Commun. Lett., 2019
Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks.
IEEE Commun. Lett., 2019
Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding.
Entropy, 2019
ITENE: Intrinsic Transfer Entropy Neural Estimator.
CoRR, 2019
An Introduction to Probabilistic Spiking Neural Networks.
CoRR, 2019
Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison.
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CoRR, 2019
Fundamental Limits of Wireless Caching under Uneven-Capacity Channels.
CoRR, 2019
Semantic-Effectiveness Filtering and Control for Post-5G Wireless Connectivity.
CoRR, 2019
Start Making Sense: Semantic Plane Filtering and Control for Post-5G Connectivity.
CoRR, 2019
Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures.
IEEE Access, 2019
Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Learning How to Demodulate from Few Pilots via Meta-Learning.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Learning-based Physical Layer Communications for Multiagent Collaboration.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019
Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Latency Limits for Content Delivery in a Fog-RAN with D2D Communication.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Distributed and Private Coded Matrix Computation with Flexible Communication Load.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Improved Latency-communication Trade-off for Map-shuffle-reduce Systems with Stragglers.
Proceedings of the IEEE International Conference on Acoustics, 2019
Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing.
Proceedings of the IEEE International Conference on Acoustics, 2019
Cooperative Deep Reinforcement Learning for Multiple-group NB-IoT Networks Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2019
Sparse Dictionary Learning and Per-source Filtering for Blind Radio Source Separation.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019
End-to-end Learning of Waveform Generation and Detection for Radar Systems.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation.
IEEE Wirel. Commun. Lett., 2018
Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications.
IEEE Trans. Wirel. Commun., 2018
Optimization of Massive Full-Dimensional MIMO for Positioning and Communication.
IEEE Trans. Wirel. Commun., 2018
Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints.
IEEE Trans. Veh. Technol., 2018
Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning.
IEEE Trans. Veh. Technol., 2018
Zero-Delay Source-Channel Coding With a Low-Resolution ADC Front End.
IEEE Trans. Inf. Theory, 2018
A Very Brief Introduction to Machine Learning With Applications to Communication Systems.
IEEE Trans. Cogn. Commun. Netw., 2018
Introducing Information Measures via Inference [Lecture Notes].
IEEE Signal Process. Mag., 2018
Reliable and Low-Latency Fronthaul for Tactile Internet Applications.
IEEE J. Sel. Areas Commun., 2018
Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity.
IEEE J. Sel. Areas Commun., 2018
A Brief Introduction to Machine Learning for Engineers.
Found. Trends Signal Process., 2018
Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling.
Entropy, 2018
Cooperative Deep Reinforcement Learning for Multiple Groups NB-IoT Networks Optimization.
CoRR, 2018
On Learning How to Communicate Over Noisy Channels for Collaborative Tasks.
CoRR, 2018
Heterogeneous Non-Orthogonal Multiple Access for Ultra-Reliable and Broadband Services in Multi-Cell Fog-RAN.
CoRR, 2018
Supporting VR Mobile Social Networks over Wireless Cellular Systems.
CoRR, 2018
5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View.
IEEE Access, 2018
Optimizing Spectrum Pooling for Multi-Tenant C-RAN Under Privacy Constraints.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Adversarial Training for Probabilistic Spiking Neural Networks.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud.
Proceedings of the IEEE Information Theory Workshop, 2018
Information- Theoretic Analysis of D2D-Aided Pipelined Content Delivery in Fog-RAN.
Proceedings of the 15th International Symposium on Wireless Communication Systems, 2018
Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Fundamental Latency Limits for D2D- Aided Content Delivery in Fog Wireless Networks.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Delay and Peak-Age Violation Probability in Short-Packet Transmissions.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Coded Computation Against Straggling Decoders for Network Function Virtualization.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Training Probabilistic Spiking Neural Networks with First- To-Spike Decoding.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Coexistence of URLLC and eMBB Services in the C-RAN Uplink: An Information-Theoretic Study.
Proceedings of the IEEE Global Communications Conference, 2018
On the interplay between edge caching and HARQ in Fog-RAN.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018
2017
Energy-Efficient Resource Allocation for Mobile Edge Computing-Based Augmented Reality Applications.
IEEE Wirel. Commun. Lett., 2017
Modulation Classification for MIMO-OFDM Signals via Approximate Bayesian Inference.
IEEE Trans. Veh. Technol., 2017
Uplink HARQ for Cloud RAN via Separation of Control and Data Planes.
IEEE Trans. Veh. Technol., 2017
Layered Downlink Precoding for C-RAN Systems With Full Dimensional MIMO.
IEEE Trans. Veh. Technol., 2017
Joint Uplink/Downlink Optimization for Backhaul-Limited Mobile Cloud Computing With User Scheduling.
IEEE Trans. Signal Inf. Process. over Networks, 2017
Code-Aided Channel Tracking and Decoding Over Sparse Fast-Fading Multipath Channels With an Application to Train Backbone Networks.
IEEE Trans. Intell. Transp. Syst., 2017
Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs.
IEEE Trans. Inf. Theory, 2017
Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information.
IEEE Trans. Commun., 2017
Random Access in C-RAN for User Activity Detection With Limited-Capacity Fronthaul.
IEEE Signal Process. Lett., 2017
Mobile cloud computing with a UAV-mounted cloudlet: optimal bit allocation for communication and computation.
IET Commun., 2017
On the Trade-Off Between Computational Load and Reliability for Network Function Virtualization.
IEEE Commun. Lett., 2017
Content Delivery in Fog-Aided Small-Cell Systems with Offline and Online Caching: An Information - Theoretic Analysis.
Entropy, 2017
Optimal fronthaul compression for synchronization in the uplink of cloud radio access networks.
EURASIP J. Wirel. Commun. Netw., 2017
Zero-Delay Source-Channel Coding with a One-Bit ADC Front End and Correlated Side Information at the Receiver.
CoRR, 2017
Delivery Latency Regions in Fog-RANs with Edge Caching and Cloud Processing.
CoRR, 2017
Cloud-Aided Edge Caching with Wireless Multicast Fronthauling in Fog Radio Access Networks.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Control-Data Separation across Edge and Cloud for Uplink Communications in C-RAN.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Fronthaul quantization as artificial noise for enhanced secret communication in C-RAN.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Coded multicast fronthauling and edge caching for multi-connectivity transmission in fog radio access networks.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Joint design of digital and analog processing for downlink C-RAN with large-scale antenna arrays.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Uplink sum-rate analysis of C-RAN with interconnected radio units.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017
Online edge caching in fog-aided wireless networks.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Delivery Latency Trade-Offs of Heterogeneous Contents in Fog Radio Access Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Cache-aided content delivery in fog-RAN systems with topological information and no CSI.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Hypergraph-Based Analysis of Clustered Co-Operative Beamforming With Application to Edge Caching.
IEEE Wirel. Commun. Lett., 2016
Coded Network Function Virtualization: Fault Tolerance via In-Network Coding.
IEEE Wirel. Commun. Lett., 2016
Robust Interference Management via Linear Precoding and Linear/Non-Linear Equalization.
J. Signal Process. Syst., 2016
Joint Optimization of Cloud and Edge Processing for Fog Radio Access Networks.
IEEE Trans. Wirel. Commun., 2016
Multihop Backhaul Compression for the Uplink of Cloud Radio Access Networks.
IEEE Trans. Veh. Technol., 2016
Fronthaul Compression and Precoding Design for C-RANs Over Ergodic Fading Channels.
IEEE Trans. Veh. Technol., 2016
Optimal Fronthaul Quantization for Cloud Radio Positioning.
IEEE Trans. Veh. Technol., 2016
Multivariate Fronthaul Quantization for Downlink C-RAN.
IEEE Trans. Signal Process., 2016
Topology Discovery for Linear Wireless Networks With Application to Train Backbone Inauguration.
IEEE Trans. Intell. Transp. Syst., 2016
Time-Asynchronous Robust Cooperative Transmission for the Downlink of C-RAN.
IEEE Signal Process. Lett., 2016
Cloud radio access network: Virtualizing wireless access for dense heterogeneous systems.
J. Commun. Networks, 2016
Positioning via direct localisation in C-RAN systems.
IET Commun., 2016
Inter-layer per-mobile optimization of cloud mobile computing: a message-passing approach.
Trans. Emerg. Telecommun. Technol., 2016
Multistatic cloud radar systems: joint sensing and communication design.
Trans. Emerg. Telecommun. Technol., 2016
Signal and interference alignment via message passing for MIMO interference channels.
Trans. Emerg. Telecommun. Technol., 2016
Cloud Radio Access Networks: Uplink Channel Estimation and Downlink Precoding.
CoRR, 2016
Cloud and Cache-Aided Wireless Networks: Fundamental Latency Trade-Offs.
CoRR, 2016
Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimal Bit Allocation and Path Planning.
CoRR, 2016
Mobile Cloud Computing with an UAV-Mounted Cloudlet: Optimal Bit Allocation for Communication and Computation.
CoRR, 2016
Optimal Resource Allocation for Mobile Edge Computing-Based Augmented Reality Applications.
CoRR, 2016
Harnessing cloud and edge synergies: toward an information theory of fog radio access networks.
IEEE Commun. Mag., 2016
Cloud RAN and edge caching: Fundamental performance trade-offs.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016
Joint cloud and edge processing for latency minimization in Fog Radio Access Networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016
Zero-delay joint source-channel coding with a 1-bit ADC front end and receiver side information.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016
Control-data separation in cloud RAN: The case of uplink HARQ.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016
Joint source-channel coding with one-bit ADC front end.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Cloud-aided wireless networks with edge caching: Fundamental latency trade-offs in fog Radio Access Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Multivariate fronthaul quantization for C-RAN downlink: Channel-adaptive joint quantization in the cloud.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Pipelined Fronthaul-Edge Content Delivery in Fog Radio Access Networks.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Fundamental Limits on Latency in Small-Cell Caching Systems: An Information-Theoretic Analysis.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Cache aided wireless networks: Tradeoffs between storage and latency.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
Ultra-reliable cloud mobile computing with service composition and superposition coding.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
Joint uplink/downlink and offloading optimization for mobile cloud computing with limited backhaul.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
2015
Beamforming Design for Joint Localization and Data Transmission in Distributed Antenna System.
IEEE Trans. Veh. Technol., 2015
HARQ Buffer Management: An Information-Theoretic View.
IEEE Trans. Commun., 2015
LDM Versus FDM/TDM for Unequal Error Protection in Terrestrial Broadcasting Systems: An Information-Theoretic View.
IEEE Trans. Broadcast., 2015
Cloud Radio-Multistatic Radar: Joint Optimization of Code Vector and Backhaul Quantization.
IEEE Signal Process. Lett., 2015
Energy Harvesting Wireless Communications: A Review of Recent Advances.
IEEE J. Sel. Areas Commun., 2015
Guest Editorial: Wireless Communications Powered by Energy Harvesting and Wireless Energy Transfer, Part II.
IEEE J. Sel. Areas Commun., 2015
Guest Editorial: Wireless Communications Powered by Energy Harvesting and Wireless Energy Transfer (Part I).
IEEE J. Sel. Areas Commun., 2015
Interference Spins: Scheduling of Multiple Interfering Two-Way Wireless Links.
IEEE Commun. Lett., 2015
Two-way communication with adaptive data acquisition.
Trans. Emerg. Telecommun. Technol., 2015
Uplink HARQ for C-RAN via Low-Latency Local Feedback over MIMO Finite-Blocklength Links.
CoRR, 2015
Positioning via Direct Localization in C-RAN Systems.
CoRR, 2015
Multistatic Cloud Radar Systems: Joint Waveform and Backhaul Optimization.
CoRR, 2015
On the Effect of Fronthaul Latency on ARQ in C-RAN Systems.
CoRR, 2015
Hypergraph-Based Analysis of Clustered Cooperative Beamforming with Application to Edge Caching.
CoRR, 2015
Lossy compression with privacy constraints: Optimality of polar codes.
Proceedings of the 2015 IEEE Information Theory Workshop, 2015
Joint precoding and fronthaul optimization for C-RANs in ergodic fading channels.
Proceedings of the IEEE International Conference on Communication, 2015
Joint interference alignment and bi-directional scheduling for MIMO two-way multi-link networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Modulation classification for MIMO-OFDM signals via Gibbs sampling.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015
2014
Full-Duplex Cloud Radio Access Networks: An Information-Theoretic Viewpoint.
IEEE Wirel. Commun. Lett., 2014
Inter-Cluster Design of Precoding and Fronthaul Compression for Cloud Radio Access Networks.
IEEE Wirel. Commun. Lett., 2014
Joint Signal and Channel State Information Compression for the Backhaul of Uplink Network MIMO Systems.
IEEE Trans. Wirel. Commun., 2014
Robust Layered Transmission and Compression for Distributed Uplink Reception in Cloud Radio Access Networks.
IEEE Trans. Veh. Technol., 2014
Dynamic Compression-Transmission for Energy-Harvesting Multihop Networks With Correlated Sources.
IEEE/ACM Trans. Netw., 2014
Cascade Source Coding With a Side Information Vending Machine.
IEEE Trans. Inf. Theory, 2014
Information Embedding on Actions.
IEEE Trans. Inf. Theory, 2014
Constrained Codes for Joint Energy and Information Transfer.
IEEE Trans. Commun., 2014
Fronthaul Compression for Cloud Radio Access Networks: Signal processing advances inspired by network information theory.
IEEE Signal Process. Mag., 2014
Modulation Classification via Gibbs Sampling Based on a Latent Dirichlet Bayesian Network.
IEEE Signal Process. Lett., 2014
Multi-layer transmission and hybrid relaying for relay channels with multiple out-of-band relays.
Trans. Emerg. Telecommun. Technol., 2014
Fronthaul Compression and Precoding Design for C-RANs over Ergodic Fading Channel.
CoRR, 2014
Signal and Interference Leakage Minimization in MIMO Uplink-Downlink Cellular Networks.
CoRR, 2014
Multivariate backhaul compression for the downlink of cloud radio access networks.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Constrained codes for joint energy and information transfer with receiver energy utilization requirements.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Performance evaluation of multiterminal backhaul compression for cloud radio access networks.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014
On remote radio head selection for the downlink of backhaul constrained network MIMO systems.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014
2013
Information and Energy Flows in Graphical Networks with Energy Transfer and Reuse.
IEEE Wirel. Commun. Lett., 2013
Robust Uplink Communications over Fading Channels with Variable Backhaul Connectivity.
IEEE Trans. Wirel. Commun., 2013
Robust and Efficient Distributed Compression for Cloud Radio Access Networks.
IEEE Trans. Veh. Technol., 2013
Spectrum Leasing Via Cooperative Interference Forwarding.
IEEE Trans. Veh. Technol., 2013
Joint Precoding and Multivariate Backhaul Compression for the Downlink of Cloud Radio Access Networks.
IEEE Trans. Signal Process., 2013
Source Coding When the Side Information May Be Delayed.
IEEE Trans. Inf. Theory, 2013
Degraded Broadcast Diamond Channels With Noncausal State Information at the Source.
IEEE Trans. Inf. Theory, 2013
Multiple Access Channels With States Causally Known at Transmitters.
IEEE Trans. Inf. Theory, 2013
Heegard-Berger and Cascade Source Coding Problems With Common Reconstruction Constraints.
IEEE Trans. Inf. Theory, 2013
Distributed and Cascade Lossy Source Coding With a Side Information "Vending Machine".
IEEE Trans. Inf. Theory, 2013
Interactive Joint Transfer of Energy and Information.
IEEE Trans. Commun., 2013
Lossy Computing of Correlated Sources with Fractional Sampling.
IEEE Trans. Commun., 2013
Relay Channel with Orthogonal Components and Structured Interference Known at the Source.
IEEE Trans. Commun., 2013
On the Optimal Scheduling of Independent, Symmetric and Time-Sensitive Tasks.
IEEE Trans. Autom. Control., 2013
Joint Decompression and Decoding for Cloud Radio Access Networks.
IEEE Signal Process. Lett., 2013
Cognitive Access Policies under a Primary ARQ Process via Forward-Backward Interference Cancellation.
IEEE J. Sel. Areas Commun., 2013
Source Coding with in-Block Memory and Causally Controllable Side Information
CoRR, 2013
Multi-layer hybrid-ARQ for an out-of-band relay channel.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
Delay-tolerant robust communication on an out-of-band relay channel with fading side information.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
Blahut-Arimoto algorithm and code design for action-dependent source coding problems.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Source coding with in-block memory and controllable causal side information.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Joint signal and channel state information compression for uplink network MIMO systems.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Beamforming design for joint localization and data transmission in distributed antenna systems.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
The state-dependent degraded broadcast diamond channel.
Proceedings of the Australian Communications Theory Workshop, AusCTW 2013, Adelaide, 2013
2012
Linear Precoding and Equalization for Network MIMO With Partial Cooperation.
IEEE Trans. Veh. Technol., 2012
Spectrum Leasing via Cooperation With Multiple Primary Users.
IEEE Trans. Veh. Technol., 2012
Energy-Efficient Sensing and Communication of Parallel Gaussian Sources.
IEEE Trans. Commun., 2012
The Effect of Imperfect Channel Knowledge on a MIMO System with Interference.
IEEE Trans. Commun., 2012
Medium Access Control Protocols for Wireless Sensor Networks with Energy Harvesting.
IEEE Trans. Commun., 2012
Energy Management Policies for Energy-Neutral Source-Channel Coding.
IEEE Trans. Commun., 2012
On the Transfer of Information and Energy in Multi-User Systems.
IEEE Commun. Lett., 2012
Cooperative Wireless Cellular Systems: An Information-Theoretic View.
Found. Trends Commun. Inf. Theory, 2012
Degraded Broadcast Diamond Channels with Non-Causal State Information at the Source
CoRR, 2012
Two-way communication with energy exchange.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Robust distributed compression for cloud radio access networks.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
On channels with action-dependent states.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Gaussian multiple descriptions with common and constrained reconstruction constraints.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Source coding with delayed side information.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
On the Heegard-Berger problem with common reconstruction constraints.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Joint base station selection and distributed compression for cloud radio access networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012
Optimality of myopic scheduling and whittle indexability for energy harvesting sensors.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Energy group-based dynamic framed ALOHA for wireless networks with energy harvesting.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Relaying under structured interference.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
2011
Femtocell as a Relay: An Outage Analysis.
IEEE Trans. Wirel. Commun., 2011
Spectrum Leasing via Cooperative Opportunistic Routing Techniques.
IEEE Trans. Wirel. Commun., 2011
Robust Communication via Decentralized Processing With Unreliable Backhaul Links.
IEEE Trans. Inf. Theory, 2011
On Codebook Information for Interference Relay Channels With Out-of-Band Relaying.
IEEE Trans. Inf. Theory, 2011
Interference Channel With an Out-of-Band Relay.
IEEE Trans. Inf. Theory, 2011
Gaussian Interference Channel Aided by a Relay with Out-of-Band Reception and In-Band Transmission.
IEEE Trans. Commun., 2011
On the Optimal Scheduling of Independent, Symmetric and Time-Sensitive Tasks
CoRR, 2011
Message and State Cooperation in a Relay Channel When Only the Relay Knows the State
CoRR, 2011
Energy-neutral source-channel coding in energy-harvesting wireless sensors.
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011
Optimal cognitive transmission exploiting redundancy in the primary ARQ process.
Proceedings of the Information Theory and Applications Workshop, 2011
Message and state cooperation in a relay channel when the relay has strictly causal state information.
Proceedings of the Information Theory and Applications Workshop, 2011
Leveraging strictly causal state information at the encoders for multiple access channels.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Robust coding for lossy computing with receiver-side observation costs.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Spectrum Leasing via Cooperation for Enhanced Physical-Layer Secrecy.
Proceedings of IEEE International Conference on Communications, 2011
Non-convex utility maximization in Gaussian MISO broadcast and interference channels.
Proceedings of the IEEE International Conference on Acoustics, 2011
Linear MMSE Precoding and Equalization for Network MIMO with Partial Cooperation.
Proceedings of the Global Communications Conference, 2011
Energy-harvesting for source-channel coding in cyber-physical systems.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
Cognitive transmissions under a primary ARQ process via backward interference cancellation.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
Spectrum leasing via cooperative opportunistic routing in distributed ad hoc networks: Optimal and heuristic policies.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Session TP2b: Cognitive radio II.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Session TP2a: Cognitive radio I.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Session MP2a: Energy-harvesting wireless networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Session MA4b: In-network computation.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Half-duplex gaussian diamond relay channel with interference known at one relay.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Modulation classification of MIMO-OFDM signals by Independent Component Analysis and Support Vector Machines.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Efficient Spectrum Leasing via Randomized Silencing of Secondary Users.
IEEE Trans. Wirel. Commun., 2010
Cellular Systems with Non-Regenerative Relaying and Cooperative Base Stations.
IEEE Trans. Wirel. Commun., 2010
Ergodic and Outage Performance of Fading Broadcast Channels With 1-Bit Feedback.
IEEE Trans. Veh. Technol., 2010
Multiple Multicasts With the Help of a Relay.
IEEE Trans. Inf. Theory, 2010
Cooperative ARQ via auction-based spectrum leasing.
IEEE Trans. Commun., 2010
Robust Transmission and Interference Management For Femtocells with Unreliable Network Access.
IEEE J. Sel. Areas Commun., 2010
Multi-Cell MIMO Cooperative Networks: A New Look at Interference.
IEEE J. Sel. Areas Commun., 2010
Signal Processing-Assisted Protocols and Algorithms for Cooperating Objects and Wireless Sensor Networks.
EURASIP J. Wirel. Commun. Netw., 2010
Interference channel with a half-duplex Out-of-Band Relay.
Proceedings of the IEEE International Symposium on Information Theory, 2010
On the capacity region of a multiple access channel with common messages.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Energy Management Policies for Passive RFID Sensors with RF-Energy Harvesting.
Proceedings of IEEE International Conference on Communications, 2010
An Information-Theoretic View of Spectrum Leasing via Secondary Cooperation.
Proceedings of IEEE International Conference on Communications, 2010
Protocol Coding for Two-Way Communications with Half-Duplex Constraints.
Proceedings of the Global Communications Conference, 2010
Dynamic Framed-ALOHA for Energy-Constrained Wireless Sensor Networks with Energy Harvesting.
Proceedings of the Global Communications Conference, 2010
Outage and Diversity-Multiplexing Trade-Off Analysis of Closed and Open-Access Femtocells.
Proceedings of the Global Communications Conference, 2010
Throughput and Energy Efficiency of Opportunistic Routing with Type-I HARQ in Linear Multihop Networks.
Proceedings of the Global Communications Conference, 2010
On exploiting the interference structure for reliable communications.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010
2009
Energy efficiency of non-collaborative and collaborative Hybrid-ARQ protocols.
IEEE Trans. Wirel. Commun., 2009
Source and channel coding for homogeneous sensor networks with partial cooperation.
IEEE Trans. Wirel. Commun., 2009
Cooperative multicell zero-forcing beamforming in cellular downlink channels.
IEEE Trans. Inf. Theory, 2009
Distributed MIMO systems for nomadic applications over a symmetric interference channel.
IEEE Trans. Inf. Theory, 2009
Local Base Station Cooperation Via Finite-Capacity Links for the Uplink of Linear Cellular Networks.
IEEE Trans. Inf. Theory, 2009
Compound multiple-access channels with partial cooperation.
IEEE Trans. Inf. Theory, 2009
Wireless secrecy in cellular systems with infrastructure-aided cooperation.
IEEE Trans. Inf. Forensics Secur., 2009
Distributed processing for wireless networks.
J. Commun. Networks, 2009
Downlink Multicell Processing with Limited-Backhaul Capacity.
EURASIP J. Adv. Signal Process., 2009
Throughput of Cellular Uplink with Dynamic User Activity and Cooperative Base-Stations
CoRR, 2009
The Two-Tap Input-Erasure Gaussian Channel and its Application to Cellular Communications
CoRR, 2009
Interference management via rate splitting and HARQ over time-varying fading channels.
Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, 2009
Multirelay channel with non-ergodic link failures.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009
Relaying simultaneous multicast messages.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009
Interference Channel aided by an Infrastructure Relay.
Proceedings of the IEEE International Symposium on Information Theory, 2009
Relaying simultaneous multicasts via structured codes.
Proceedings of the IEEE International Symposium on Information Theory, 2009
An Auction-Based Incentive Mechanism for Non-Altruistic Cooperative ARQ via Spectrum-Leasing.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
The Cognitive Multiple Access Wire-Tap Channel.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
Throughput analysis of type-I HARQ strategies in Two-Way Relay Channels.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
Impact of secondary MAC cooperation on spectrum sharing in cognitive readio networks.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
Compound relay channel with informed relay and destination.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
Packet-wise vertical handover for unlicensed multi-standard spectrum access with cognitive radios.
IEEE Trans. Wirel. Commun., 2008
Throughput of Low-Power Cellular Systems With Collaborative Base Stations and Relaying.
IEEE Trans. Inf. Theory, 2008
Asymptotic Analysis of Reduced-Feedback Strategies for MIMO Gaussian Broadcast Channels.
IEEE Trans. Inf. Theory, 2008
Distributed synchronization in wireless networks.
IEEE Signal Process. Mag., 2008
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction.
IEEE Signal Process. Lett., 2008
Physical-layer distributed synchronization in wireless networks and applications.
Phys. Commun., 2008
Spectrum Leasing to Cooperating Secondary Ad Hoc Networks.
IEEE J. Sel. Areas Commun., 2008
Secure Communications via Cooperating Base Stations.
IEEE Commun. Lett., 2008
Throughput of Cellular Systems with Conferencing Mobiles and Cooperative Base Stations.
EURASIP J. Wirel. Commun. Netw., 2008
On the Spectrum of Large Random Hermitian Finite-Band Matrices
CoRR, 2008
On the optimal number of hops in linear wireless ad hoc networks with hybrid ARQ.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008
Distributed digital locked loops for time/frequency locking in packet-based wireless communication.
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Information-theoretic implications of constrained cooperation in simple cellular models.
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Wireless secrecy with infrastructure-aided cooperation.
Proceedings of the 2008 IEEE Information Theory Workshop, 2008
Cellular systems with full-duplex compress-and-forward relaying and cooperative base stations.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Distributed MIMO systems with oblivious antennas.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Spectrum Leasing via Distributed Cooperation in Cognitive Radio.
Proceedings of IEEE International Conference on Communications, 2008
Cognitive Radio with Secondary Packet-By-Packet Vertical Handover.
Proceedings of IEEE International Conference on Communications, 2008
Exploiting Partial Cooperation for Source and Channel Coding in Sensor Networks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
On the impact of limited-capacity backhaul and inter-users links in cooperative multicell networks.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
The two-tap input-earasure Gaussian channel and its application to cellular communications.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Uplink sum-rate analysis of a multicell system with feedback.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Compound multiple access channels with conferencing decoders.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Enhancing uplink throughput via local base station cooperation.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Three-user Gaussian multiple access channel with partially cooperating encoders.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Session TP3b: Relaying and cooperation II.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Uplink Throughput of TDMA Cellular Systems with Multicell Processing and Amplify-and-Forward Cooperation Between Mobiles.
IEEE Trans. Wirel. Commun., 2007
Stable Throughput of Cognitive Radios With and Without Relaying Capability.
IEEE Trans. Commun., 2007
"Small-world" effects of shadowing in pulse-coupled distributed time synchronization.
IEEE Commun. Lett., 2007
Distributed Time Synchronization in Wireless Sensor Networks with Coupled Discrete-Time Oscillators.
EURASIP J. Wirel. Commun. Netw., 2007
Capacity of Wireless Ad Hoc Networks with Opportunistic Collaborative Communications.
EURASIP J. Wirel. Commun. Netw., 2007
Optimal Design of Nonuniform Linear Arrays in Cellular Systems by Out-of-Cell Interference Minimization.
EURASIP J. Wirel. Commun. Netw., 2007
Cooperative Multi-Cell Networks: Impact of Limited-Capacity Backhaul and Inter-Users Links
CoRR, 2007
Capacity of Linear Two-hop Mesh Networks with Rate Splitting, Decode-and-forward Relaying and Cooperation
CoRR, 2007
A Comparison of Opportunistic Transmission Schemes with Reduced Channel Information Feedback in OFDMA Downlink.
Proceedings of the IEEE 18th International Symposium on Personal, 2007
Cellular Systems with Full-Duplex Amplify-and-Forward Relaying and Cooperative Base-Stations.
Proceedings of the IEEE International Symposium on Information Theory, 2007
On the Energy Efficiency of Hybrid-ARQ Protocols in Fading Channels.
Proceedings of IEEE International Conference on Communications, 2007
Cooperation and Cognitive Radio.
Proceedings of IEEE International Conference on Communications, 2007
Space-Time Coded Cooperative Multicasting with Maximal Ratio Combining and Incremental Redundancy.
Proceedings of IEEE International Conference on Communications, 2007
Estimation of block-fading channels with reduced-rank correlation matrix.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
Detecting Primary Transmitters via Cooperation and Memory in Cognitive Radio.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
2006
Channel Estimation for MIMO-OFDM Systems by Modal Analysis/Filtering.
IEEE Trans. Commun., 2006
Performance of multi-relay collaborative hybrid-ARQ protocols over fading channels.
IEEE Commun. Lett., 2006
Distributed timing synchronization for sensor networks with coupled discrete-time oscillators.
Proceedings of the Third Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks, 2006
Adaptive Array Processing for Time-Varying Interference Mitigation in IEEE 802.16 Systems.
Proceedings of the IEEE 17th International Symposium on Personal, 2006
Scaling Law of the Sum-Rate for Multi-Antenna Broadcast Channels with Deterministic or Selective Binary Feedback.
Proceedings of the 2006 IEEE Information Theory Workshop, 2006
Sum-Rate of MIMO Broadcast Channels with One Bit Feedback.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Capacity region of wireless ad hoc networks using opportunistic collaborative communications.
Proceedings of IEEE International Conference on Communications, 2006
Distributed Multi-Cell Zero-Forcing Beamforming in Cellular Downlink Channels.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
A Power Allocation Strategy for Multi-Antenna Amplify-and-Forward Fading Relay Channels.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
Sum-Rate Analysis of General OFDM Downlink Channels with 1-bit Feedback per Sub-Carrier.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
Information theoretic analysis of multicell decoding and Amplify-and-Forward cooperation between mobiles for TDMA cellular systems.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
2005
Linear signal processing for single/multi-user mimo communication systems over frequency-selective channels.
PhD thesis, 2005
Fair scheduling and orthogonal linear precoding/decoding in broadcast MIMO systems.
Proceedings of the IEEE 16th International Symposium on Personal, 2005
Channel aware scheduling for broadcast MIMO systems with orthogonal linear precoding and fairness constraints.
Proceedings of IEEE International Conference on Communications, 2005
2004
Linear and nonlinear preequalization/equalization for MIMO systems with long-term channel state information at the transmitter.
IEEE Trans. Wirel. Commun., 2004
Pilot-based channel estimation for OFDM systems by tracking the delay-subspace.
IEEE Trans. Wirel. Commun., 2004
Lower bound on training-based channel estimation error for frequency-selective block-fading Rayleigh MIMO channels.
IEEE Trans. Signal Process., 2004
Modal analysis/filtering to estimate time-varying MIMO-OFDM channels.
Proceedings of the 2004 ITG Workshop on Smart Antennas, 2004
Adaptive pilot pattern for OFDM systems.
Proceedings of IEEE International Conference on Communications, 2004
2003
Multislot estimation of fast-varying space-time communication channels.
IEEE Trans. Signal Process., 2003
Multislot estimation of frequency-selective fast-varying channels.
IEEE Trans. Commun., 2003
Combined linear pre-equalization and BLAST equalization with channel correlation feedback.
IEEE Commun. Lett., 2003
Lower bounds on the channel estimation error for fast-varying frequency-selective Rayleigh MIMO channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Subspace tracking for uplink/downlink array processing in CDMA systems.
Proceedings of the Global Telecommunications Conference, 2003
2002
Multislot estimation of fast-varying space-time channels in TD-CDMA systems.
IEEE Commun. Lett., 2002
Multi-slot estimation of space-time channels.
Proceedings of the IEEE International Conference on Communications, 2002
A multi-slot method to estimate fast-varying channels in TD-CDMA systems.
Proceedings of the 11th European Signal Processing Conference, 2002