IEEE Transactions on Signal Processing

Article	Citations
Deep Learning Enabled Semantic Communication Systems	348
Reconfigurable Intelligent Surfaces for Localization: Position and Orientation Error Bounds	157
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming	157
Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission	150
A Joint Precoding Framework for Wideband Reconfigurable Intelligent Surface-Aided Cell-Free Network	149
Robust Aggregation for Federated Learning	140
UVeQFed: Universal Vector Quantization for Federated Learning	114
Over-the-Air Federated Learning From Heterogeneous Data	102
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics	100
Deep Networks for Direction-of-Arrival Estimation in Low SNR	94
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface	90
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems	84
Target Detection Within Nonhomogeneous Clutter Via Total Bregman Divergence-Based Matrix Information Geometry Detectors	79
Foundations of MIMO Radar Detection Aided by Reconfigurable Intelligent Surfaces	71
Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays	70
Limited Feedforward Waveform Design for OFDM Dual-Functional Radar-Communications	70
An Optimal Estimation Framework of Multi-Agent Systems With Random Transport Protocol	65
Augmented Covariance Matrix Reconstruction for DOA Estimation Using Difference Coarray	63
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars	61
SR2CNN: Zero-Shot Learning for Signal Recognition	61
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning	58
FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data	54
Real-Valued Sparse Bayesian Learning for DOA Estimation With Arbitrary Linear Arrays	52
Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers	51
On Unlimited Sampling and Reconstruction	51

A Joint TOA and DOA Acquisition and Tracking Approach for Positioning With LTE Signals	50
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	46
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	46
Ziv-Zakai Bound for DOAs Estimation	45
Fixed Point Strategies in Data Science	45
Target Capacity Based Resource Optimization for Multiple Target Tracking in Radar Network	44
Joint Radar-Communication Transmission: A Generalized Pareto Optimization Framework	44
Improving Sum-Rate of Cell-Free Massive MIMO With Expanded Compute-and-Forward	44
An Efficient Power Allocation Strategy for Maneuvering Target Tracking in Cognitive MIMO Radar	44
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer	43
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	43
Scalable Detection and Tracking of Geometric Extended Objects	43
Spatial- and Range- ISLR Trade-Off in MIMO Radar Via Waveform Correlation Optimization	42
ULA Fitting for Sparse Array Design	42
Adaptive Sparse Array Beamformer Design by Regularized Complementary Antenna Switching	38
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms	38
Integrated Waveform Design for MIMO Radar and Communication via Spatio-Spectral Modulation	38
Location Sensing and Beamforming Design for IRS-Enabled Multi-User ISAC Systems	37
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning	37
Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid	37
Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference	36
A Novel Wireless Communication Paradigm for Intelligent Reflecting Surface Based Symbiotic Radio Systems	36
Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory	35
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation	34
Learning Strategies for Radar Clutter Classification	34
Unlimited Sampling From Theory to Practice: Fourier-Prony Recovery and Prototype ADC	34
Decentralized Online Convex Optimization With Event-Triggered Communications	34
Discrete Time $q$-Lag Maximum Likelihood FIR Smoothing and Iterative Recursive Algorithm	34
Detection of the Number of Signals by Signal Subspace Matching	34
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection	33
Target Localization Geometry Gain in Distributed MIMO Radar	33
Efficient DOA Estimation Method for Reconfigurable Intelligent Surfaces Aided UAV Swarm	32
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray	32
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising	32
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization	32
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	32
SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems	31
Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis	31
Joint Radar and Communications for Frequency-Hopped MIMO Systems	31
Generalized Non-Redundant Sparse Array Designs	31
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays With Subarray Sampling	31
On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays	30
Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication	30
Matrix-Monotonic Optimization $-$ Part I: Single-Variable Optimization	30
Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol	30
Sparse Symmetric Linear Arrays With Low Redundancy and a Contiguous Sum Co-Array	30
Approximate Message Passing With Unitary Transformation for Robust Bilinear Recovery	30
Coarray Tensor Direction-of-Arrival Estimation	29
Unitary Approximate Message Passing for Sparse Bayesian Learning	29
Ordered Reliability Bits Guessing Random Additive Noise Decoding	29

A Hybrid Approach to Optimal TOA-Sensor Placement With Fixed Shared Sensors for Simultaneous Multi-Target Localization	29
Mixed Near-Field and Far-Field Localization and Array Calibration With Partly Calibrated Arrays	29
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features	29
Learning Decentralized Wireless Resource Allocations With Graph Neural Networks	29
Constrained Radar Waveform Design for Range Profiling	28
Throughput Maximization for Intelligent Reflecting Surface Aided MIMO WPCNs With Different DL/UL Reflection Patterns	28
Distributed Learning in Non-Convex Environments—Part I: Agreement at a Linear Rate	28
Signal Detection in Distributed MIMO Radar With Non-Orthogonal Waveforms and Sync Errors	28
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	28
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures	28
Bias Reduced Semidefinite Relaxation Method for 3-D Rigid Body Localization Using AOA	28
Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target Recognition	27
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter	27
Differentiable Bi-Sparse Multi-View Co-Clustering	27
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part I: Detector Designs	27
Distributed Auxiliary Particle Filtering With Diffusion Strategy for Target Tracking: A Dynamic Event-Triggered Approach	27
Importance Gaussian Quadrature	27
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks	26
Enhanced DOA Estimation Exploiting Multi-Frequency Sparse Array	26
Spectrally-Agile Waveform Design for Wideband MIMO Radar Transmit Beampattern Synthesis via Majorization-ADMM	26
Radar and Communication Spectral Coexistence in Range-Dependent Interference	26
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	25
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets	25
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection	25
Transmit Waveform Design for Dual-Function Radar-Communication Systems via Hybrid Linear-Nonlinear Precoding	25
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals	25
Ridge-Aware Weighted Sparse Time-Frequency Representation	25
Target Localization and Clock Refinement in Distributed MIMO Radar Systems With Time Synchronization Errors	24
Localization With One-Bit Passive Radars in Narrowband Internet-of-Things Using Multivariate Polynomial Optimization	24
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues	24
Joint Detection Threshold Optimization and Illumination Time Allocation Strategy for Cognitive Tracking in a Networked Radar System	24
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison	24
Heterogeneous Multi-Sensor Fusion With Random Finite Set Multi-Object Densities	24
Bias-Compensated Sign Algorithm for Noisy Inputs and Its Step-Size Optimization	24
Deep Scattering Network With Fractional Wavelet Transform	24
MIMO Multifunction RF Systems: Detection Performance and Waveform Design	24
Direction of Arrival Estimation of Wideband Sources Using Sparse Linear Arrays	23
Power Allocation for Coexisting Multicarrier Radar and Communication Systems in Cluttered Environments	23
Phase Transitions in Frequency Agile Radar Using Compressed Sensing	23
Particle Filtering for Nonlinear/Non-Gaussian Systems With Energy Harvesting Sensors Subject to Randomly Occurring Sensor Saturations	23
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers	23
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation	23
Distributed Multi-Object Tracking Under Limited Field of View Sensors	23
Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise	23
Online Deep Neural Networks for MmWave Massive MIMO Channel Estimation With Arbitrary Array Geometry	23
Tracking Cells and Their Lineages Via Labeled Random Finite Sets	22
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior	22
Tensor-Based Joint Channel Estimation and Symbol Detection for Time-Varying mmWave Massive MIMO Systems	22
Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee	22
Robust Energy-Efficient Resource Management, SIC Ordering, and Beamforming Design for MC MISO-NOMA Enabled 6G	22
Federated Learning With Spiking Neural Networks	22
Efficient Direct Target Localization for Distributed MIMO Radar With Expectation Propagation and Belief Propagation	22
Sparse Activity Detection in Multi-Cell Massive MIMO Exploiting Channel Large-Scale Fading	22
The Impact of Multipath Information on Time-of-Arrival Estimation	21
Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements	21
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach	21
Dilated Arrays: A Family of Sparse Arrays With Increased Uniform Degrees of Freedom and Reduced Mutual Coupling on a Moving Platform	21
Multi-Sensor Filtering Fusion With Parametric Uncertainties and Measurement Censoring: Monotonicity and Boundedness	21
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part II: Applications	21
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models	21
Deep Learning-Aided Coherent Direction-of-Arrival Estimation With the FTMR Algorithm	21
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	20
CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI	20
Frequency Domain Analysis and Equalization for Molecular Communication	20
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	20
Wide and Deep Graph Neural Network With Distributed Online Learning	19
Construction of Golay Complementary Matrices and Its Applications to MIMO Omnidirectional Transmission	19
Distributed Learning in Non-Convex Environments— Part II: Polynomial Escape From Saddle-Points	19
Online Topology Identification From Vector Autoregressive Time Series	19
MVDR Beamformer Design by Imposing Unit Circle Roots Constraints for Uniform Linear Arrays	19
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes	19
Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration	19
Efficient Sensor Placement for Signal Reconstruction Based on Recursive Methods	19
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam	18
Performance Analysis of Joint Range-Velocity Estimator With 2D-MUSIC in OFDM Radar	18
Multivariate Fast Iterative Filtering for the Decomposition of Nonstationary Signals	18
MIMO Radar Waveform Design for Multipath Exploitation	18
Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number	18
Theory and Design of Joint Time-Vertex Nonsubsampled Filter Banks	17
Matrix-Monotonic Optimization $-$ Part II: Multi-Variable Optimization	17

Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking	17
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization	17
Energy Efficiency Optimization in Radar-Communication Spectrum Sharing	17
Linear Canonical Stockwell Transform: Theory and Applications	17
Covariance Matrix Estimation for FDA-MIMO Adaptive Transmit Power Allocation	17
Fast Numerical Computation of Two-Dimensional Non-Separable Linear Canonical Transform Based on Matrix Decomposition	17
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking	17
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares	17
A Reconfigurable MIMO-SAR Transmission Scheme Based on Inter-Pulse and Intra-Pulse Joint Phase Modulation	16
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications	16
Synchrosqueezed Fractional Wavelet Transform: A New High-Resolution Time-Frequency Representation	16
Graph Signal Processing Meets Blind Source Separation	16
Nyquist Sampling and Degrees of Freedom of Electromagnetic Fields	16
Solving High-Order Portfolios via Successive Convex Approximation Algorithms	16
Multi-Sensor Track-to-Track Association and Spatial Registration Algorithm Under Incomplete Measurements	16
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	16
On Accurate Source Enumeration: A New Bayesian Information Criterion	16
Joint TOA and DOA Estimation With CFO Compensation Using Large-Scale Array	16
A Multi-Taper S-Transform Method for Spectral Estimation of Stationary Processes	16
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting	16
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks	15
Tensor Wiener Filter	15
One-Bit Phase Retrieval: More Samples Means Less Complexity?	15
Generalized MBI Algorithm for Designing Sequence Set and Mismatched Filter Bank With Ambiguity Function Constraints	15
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning	15
Simultaneous Mobile Information and Power Transfer by Resonant Beam	15
Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier	15
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability	15
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach	15
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval	15
Distributed Algorithms for Array Signal Processing	15
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets	15
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation	15
Filtering in Pairwise Markov Model With Student's t Non-Stationary Noise With Application to Target Tracking	15
Shallow Underwater Acoustic Massive MIMO Communications	15
Learned Factor Graphs for Inference From Stationary Time Sequences	15
General Cauchy Conjugate Gradient Algorithms Based on Multiple Random Fourier Features	15
Computational Array Signal Processing via Modulo Non-Linearities	15
Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory	15
ADMM-Net for Communication Interference Removal in Stepped-Frequency Radar	15
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access	14
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective	14
Robust Beamforming Design for Magnetic MIMO Wireless Power Transfer Systems	14
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry	14
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection	14
Innovative and Additive Outlier Robust Kalman Filtering With a Robust Particle Filter	14
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals	14
Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds	14
Robust Recovery of Jointly-Sparse Signals Using Minimax Concave Loss Function	14
Non-Integer Arrays for Array Signal Processing	14
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition	14
Block Coordinate Descent Algorithms for Auxiliary-Function-Based Independent Vector Extraction	14
Bayesian Channel Estimation in Multi-User Massive MIMO With Extremely Large Antenna Array	14
A Depth-First Iterative Algorithm for the Conjugate Pair Fast Fourier Transform	14
Exploiting Sparsity of Ranging Biases for NLOS Mitigation	14
Decentralized Blockchain-Based Dynamic Spectrum Acquisition for Wireless Downlink Communications	14
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization	14
Balanced Neural Architecture Search and Its Application in Specific Emitter Identification	14
Resource Allocation for Multitarget Tracking and Data Reduction in Radar Network With Sensor Location Uncertainty	14
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation	14
Blind Localization of Early Room Reflections Using Phase Aligned Spatial Correlation	14
Multiple Importance Sampling for Symbol Error Rate Estimation of Maximum-Likelihood Detectors in MIMO Channels	14
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery	14
A Variational Bayesian Inference-Inspired Unrolled Deep Network for MIMO Detection	13
Task-Based Analog-to-Digital Converters	13
Sparse-Group Lasso for Graph Learning From Multi-Attribute Data	13
Massive MIMO-OFDM Systems with Low Resolution ADCs: Cramér-Rao Bound, Sparse Channel Estimation, and Soft Symbol Decoding	13
Stochastic Graph Neural Networks	13
Distributed Nonlinear Polynomial Graph Filter and Its Output Graph Spectrum: Filter Analysis and Design	13
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems	13
Deep Unfolding With Normalizing Flow Priors for Inverse Problems	13
Novel Codebook Design for Channel State Information Quantization in MIMO Rician Fading Channels With Limited Feedback	13
Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement	13
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	13
The Wasserstein-Fourier Distance for Stationary Time Series	13
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference	13
A Semi-Blind Method for Localization of Underwater Acoustic Sources	13
Hybrid Analog and Digital Beamforming Design for Channel Estimation in Correlated Massive MIMO Systems	13
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction	13
Kernel Regression Over Graphs Using Random Fourier Features	13
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process	13
Multi-Scan Multi-Sensor Multi-Object State Estimation	13
Directionally Weighted Wave Field Estimation Exploiting Prior Information on Source Direction	13
Adaptive Frequency-Domain Normalized Implementations of Widely-Linear Complex-Valued Filter	12
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication	12
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching	12
Decomposing Non-Stationary Signals With Time-Varying Wave-Shape Functions	12
A Unified Framework for Multistatic Passive Radar Target Detection Under Uncalibrated Receivers	12
Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers	12
High Resolution MIMO Radar Sensing With Compressive Illuminations	12
Structured Covariance Matrix Estimation With Missing-(Complex) Data for Radar Applications via Expectation-Maximization	12
On the Tracking Performance of Adaptive Filters and Their Combinations	12
Spectrally Sparse Signal Recovery via Hankel Matrix Completion With Prior Information	12
Functional Bayesian Filter	12
Adaptive IQ Mismatch Compensation in Time-Domain Using Frequency-Domain Observations	12