Mojtaba Soltanalian

CoRR, 2024

RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates.

[BibT_eX]

[DOI]

CoRR, 2024

Low-rank Matrix Sensing With Dithered One-Bit Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Deep Learning-Enabled One-Bit DoA Estimation.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

HDR Imaging with One-Bit Quantization.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Space-Time Adaptive Processing for Radars in Connected and Automated Vehicular Platoons.

[BibT_eX]

[DOI]

Kumar Vijay Mishra

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Covariance recovery for one-bit sampled stationary signals with time-varying sampling thresholds.

[BibT_eX]

[DOI]

Signal Process., May, 2023

Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., March, 2023

Matrix Completion via Memoryless Scalar Quantization.

[BibT_eX]

[DOI]

CoRR, 2023

Matrix Completion from One-Bit Dither Samples.

[BibT_eX]

[DOI]

CoRR, 2023

Space-Time Adaptive Processing in Connected and Automated Vehicular Radar Platoons.

[BibT_eX]

[DOI]

Kumar Vijay Mishra

CoRR, 2023

Mutual Interference Mitigation in PMCW Automotive Radar.

[BibT_eX]

[DOI]

CoRR, 2023

One-Bit Quadratic Compressed Sensing: From Sample Abundance to Linear Feasibility.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Joint Waveform and Passive Beamformer Design in Multi-IRS-Aided Radar.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Quantized Phase-Shift Design Of Active IRS For Integrated Sensing And Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

CyPMLI: WISL-Minimized Unimodular Sequence Design via Power Method-Like Iterations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Near-Field Low-WISL Unimodular Waveform Design for Terahertz Automotive Radar.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Submodular Optimization for Placement of Intelligent Reflecting Surfaces in Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Deep Learning Meets Adaptive Filtering: A Stein's Unbiased Risk Estimator Approach.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Ambiguity Function Shaping in FMCW Automotive Radar.

[BibT_eX]

[DOI]

Zahra Esmaeilbeiz

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Global One-Bit Phase Retrieval via Sample Abundance-Including an Application to STFT Measurements.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Unlimited Sampling of FRI Signals with Dithered One-Bit Quantization.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

One-Bit Phase Retrieval: More Samples Means Less Complexity?

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Fast and Robust LRSD-Based SAR/ISAR Imaging and Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

One-Bit Compressive Sensing: Can We Go Deep and Blind?

[BibT_eX]

[DOI]

Yiming Zeng

IEEE Signal Process. Lett., 2022

Cramér-Rao Lower Bound Optimization for Hidden Moving Target Sensing via Multi-IRS-Aided Radar.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

On the Building Blocks of Sparsity Measures.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging.

[BibT_eX]

[DOI]

CoRR, 2022

Generalized Probability Density Function Estimation via Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Guaranteed Deep Learning for Reliable Radar Signal Processing.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

IRS-Aided Radar: Enhanced Target Parameter Estimation via Intelligent Reflecting Surfaces.

[BibT_eX]

[DOI]

Kumar Vijay Mishra

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Deep Initialization for Guaranteed Unimodular Quadratic Programming.

[BibT_eX]

[DOI]

Amrutha Varshini Ramesh

Proceedings of the IEEE International Conference on Acoustics, 2022

OPeRA: Leveraging the Sample Size and Complexity Trade-Off Towards Efficient One-Bit Phase Retrieval.

[BibT_eX]

[DOI]

Bhavani Shankar Mysore Rama Rao

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Mutual Interference Mitigation for Multiple Connected Automotive Radar Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays.

[BibT_eX]

[DOI]

Saeid Sedighi

IEEE Trans. Signal Process., 2021

LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

DoA Estimation Using Low-Resolution Multi-Bit Sparse Array Measurements.

[BibT_eX]

[DOI]

Saeid Sedighi

IEEE Signal Process. Lett., 2021

Efficient waveform covariance matrix design and antenna selection for MIMO radar.

[BibT_eX]

[DOI]

Signal Process., 2021

Deep One-Bit Compressive Autoencoding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

CoroNet: a deep network architecture for enhanced identification of COVID-19 from chest x-ray images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Model-Inspired Deep Detection with Low-Resolution Receivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

On The Asymptotic Performance of One-Bit Co-Array-Based Music.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Modified Arcsine Law for One-Bit Sampled Stationary Signals with Time-Varying Thresholds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Model-Based Deep Learning for One-Bit Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Optimized Transmission for Parameter Estimation in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Unfolded Algorithms for Deep Phase Retrieval.

[BibT_eX]

[DOI]

CoRR, 2020

Deep-RLS: A Model-Inspired Deep Learning Approach to Nonlinear PCA.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Radar Waveform Design for Efficient Automotive Radar Sensing.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

DEEP-URL: A Model-Aware Approach to Blind Deconvolution Based on Deep Unfolded Richardson-Lucy Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

One-Bit DoA Estimation via Sparse Linear Arrays.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

UPR: A Model-Driven Architecture for Deep Phase Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Limits of Transmit Beamforming for Massive MIMO Radar.

[BibT_eX]

[DOI]

Ahsan Ghauri

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Receive Spatial Modulation in Correlated Massive MIMO With Partial CSI.

[BibT_eX]

[DOI]

Marjan Maleki

Kamal Mohamed-Pour

IEEE Trans. Signal Process., 2019

Efficient Design of Binary Sequences With Low Autocorrelation Sidelobes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

One-Bit Radar Processing With Time-Varying Sampling Thresholds.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Large-System Mutual Information Analysis of Receive Spatial Modulation in Correlated Multi-Cell Massive MIMO Networks.

[BibT_eX]

[DOI]

Marjan Maleki

Kamal Mohamed-Pour

IEEE Trans. Commun., 2019

Grab-n-Pull: A max-min fractional quadratic programming framework with applications in signal and information processing.

[BibT_eX]

[DOI]

Ahmad Gharanjik

Signal Process., 2019

Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Signal Recovery with One-bit Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Comprehensive Personalized Ranking Using One-Bit Comparison Data.

[BibT_eX]

[DOI]

Aria Ameri

Proceedings of the IEEE Data Science Workshop, 2019

Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Waveform Design for One-Bit Radar Systems Under Uncertain Interference Statistics.

[BibT_eX]

[DOI]

Aria Ameri

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Constructing Binary Sequences With Good Correlation Properties: An Efficient Analytical-Computational Interplay.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Generalized Cyclic Algorithms for Designing Unimodular Sequence Sets with Good (Complementary) Correlation Properties.

[BibT_eX]

[DOI]

Israel A. Arriaga-Trejo

Aldo G. Orozco-Lugo

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

One-Bit Radar Processing and Estimation with Time-Varying Sampling Thresholds.

[BibT_eX]

[DOI]

Aria Ameri

Jian Li

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Efficient Non-Convex Graph Clustering for Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Optimized Transmission for Consensus in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Designing Signals with Good Correlation and Distribution Properties.

[BibT_eX]

[DOI]

Neshat Mohammadi

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Low-Rank Matrix Recovery from One-Bit Comparison Information.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Design of Unimodular Sequence Sets with Good Correlation and Complementary Correlation Properties.

[BibT_eX]

[DOI]

Israel A. Arriaga-Trejo

Aldo G. Orozco-Lugo

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Graph Clustering Using One-Bit Comparison Data.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Signal Recovery From 1-Bit Quantized Noisy Samples via Adaptive Thresholding.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Training Signal Design for Correlated Massive MIMO Channel Estimation.

[BibT_eX]

[DOI]

Nafiseh Shariati

Babak Hassibi

IEEE Trans. Wirel. Commun., 2017

Locating the Few: Sparsity-Aware Waveform Design for Active Radar.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Energy-Efficient M-QAM Precoder Design with Spatial Peak Power Minimization for MIMO Directional Modulation Transceivers.

[BibT_eX]

[DOI]

CoRR, 2017

MIMO directional modulation M-QAM precoding for transceivers performance enhancement.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

ComSens: Exploiting pilot diversity for pervasive integration of communication and sensing in MIMO-TDD-Frameworks.

[BibT_eX]

[DOI]

Mohammadreza Mousaei

Besma Smida

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Non-convex shredded signal reconstruction via sparsity enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Efficient construction of polyphase sequences with optimal peak sidelobe level growth.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Spatial peak power minimization for relaxed phase M-PSK MIMO directional modulation transmitter.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Efficient Sum-Rate Maximization for Medium-Scale MIMO AF-Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Directional Modulation Via Symbol-Level Precoding: A Way to Enhance Security.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

An iterative approach to nonconvex QCQP with applications in signal processing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Power and rate allocation in cognitive satellite uplink networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Grab-n-Pull: An optimization framework for fairness-achieving networks.

[BibT_eX]

[DOI]

Ahmad Gharanjik

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Rate optimization for massive MIMO relay networks: A minorization-maximization approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Secure M-PSK communication via directional modulation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reliability problems and Pareto-optimality in cognitive radar (Invited paper).

[BibT_eX]

[DOI]

R. Bhavani Shankar Mysore

Proceedings of the 24th European Signal Processing Conference, 2016

Max-min transmit beamforming via iterative regularization.

[BibT_eX]

[DOI]

Ahmad Gharanjik

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Beyond semidefinite relaxation: Basis banks and computationally enhanced guarantees.

[BibT_eX]

[DOI]

Babak Hassibi

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

On Prime Root-of-Unity Sequences With Perfect Periodic Correlation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Designing Unimodular Codes Via Quadratic Optimization.

[BibT_eX]

[DOI]

Peter Stoica

IEEE Trans. Signal Process., 2014

On Meeting the Peak Correlation Bounds.

[BibT_eX]

[DOI]

Peter Stoica

IEEE Trans. Signal Process., 2014

A Doppler Robust Design of Transmit Sequence and Receive Filter in the Presence of Signal-Dependent Interference.

[BibT_eX]

[DOI]

Antonio De Maio

Augusto Aubry

IEEE Trans. Signal Process., 2014

Radar code design for detection of moving targets.

[BibT_eX]

[DOI]

Mahmood Modarres-Hashemi

IEEE Trans. Aerosp. Electron. Syst., 2014

On the Randomized Kaczmarz Algorithm.

[BibT_eX]

[DOI]

Liang Dai

Kristiaan Pelckmans

IEEE Signal Process. Lett., 2014

Single-stage transmit beamforming design for MIMO radar.

[BibT_eX]

[DOI]

Heng Hu

Signal Process., 2014

A Recursive Method for Enumeration of Costas Arrays.

[BibT_eX]

[DOI]

CoRR, 2014

MERIT: A monotonically error-bound improving technique for unimodular quadratic programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Approaching peak correlation bounds via alternating projections.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

A max-min design of transmit sequence and receive filter.

[BibT_eX]

[DOI]

Antonio De Maio

Augusto Aubry

Proceedings of the IEEE International Conference on Acoustics, 2014

Unimodular code design for MIMO radar using Bhattacharyya distance.

[BibT_eX]

[DOI]

Abbas Sheikhi

Proceedings of the IEEE International Conference on Acoustics, 2014

Stimuli design for identification of spatially distributed motion detectors in biological vision systems.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Design of piecewise linear polyphase sequences with good correlation properties.

[BibT_eX]

[DOI]

Antonio De Maio

Proceedings of the 22nd European Signal Processing Conference, 2014

Search for Costas arrays via sparse representation.

[BibT_eX]

[DOI]

Jian Li

Proceedings of the 22nd European Signal Processing Conference, 2014

Sparsity-aided radarwaveform synthesis.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Unified Optimization Framework for Multi-Static Radar Code Design Using Information-Theoretic Criteria.

[BibT_eX]

[DOI]

Shahram Shahbazpanahi

IEEE Trans. Signal Process., 2013

Joint Design of the Receive Filter and Transmit Sequence for Active Sensing.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

A fast algorithm for designing complementary sets of sequences.

[BibT_eX]

[DOI]

Signal Process., 2013

Designing Unimodular Codes via Quadratic Optimization is not Always Hard

[BibT_eX]

[DOI]

CoRR, 2013

Radar code optimization for moving target detection.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Majorization-minimization technique for multi-static radar code design.

[BibT_eX]

[DOI]

Shahram Shahbazpanahi

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Computational Design of Sequences With Good Correlation Properties.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Design of perfect phase-quantized sequences with low peak-to-average-power ratio.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Perfect Root-Of-Unity Codes with prime-size alphabet.

[BibT_eX]

[DOI]