IEEE Transactions on Signal Processing

Article	Citations
Deep Learning Enabled Semantic Communication Systems	491
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming	244
Robust Aggregation for Federated Learning	213
Reconfigurable Intelligent Surfaces for Localization: Position and Orientation Error Bounds	189
A Joint Precoding Framework for Wideband Reconfigurable Intelligent Surface-Aided Cell-Free Network	180
Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission	171
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics	142
UVeQFed: Universal Vector Quantization for Federated Learning	138
Deep Networks for Direction-of-Arrival Estimation in Low SNR	125
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems	124
Over-the-Air Federated Learning From Heterogeneous Data	123
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface	100
Foundations of MIMO Radar Detection Aided by Reconfigurable Intelligent Surfaces	98
Limited Feedforward Waveform Design for OFDM Dual-Functional Radar-Communications	96
Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays	87
Target Detection Within Nonhomogeneous Clutter Via Total Bregman Divergence-Based Matrix Information Geometry Detectors	85
FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data	81
An Optimal Estimation Framework of Multi-Agent Systems With Random Transport Protocol	81
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars	73
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems	70
SR2CNN: Zero-Shot Learning for Signal Recognition	69
Real-Valued Sparse Bayesian Learning for DOA Estimation With Arbitrary Linear Arrays	69
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning	68
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays	67
Augmented Covariance Matrix Reconstruction for DOA Estimation Using Difference Coarray	67

On Unlimited Sampling and Reconstruction	66
Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers	65
Ziv-Zakai Bound for DOAs Estimation	60
Location Sensing and Beamforming Design for IRS-Enabled Multi-User ISAC Systems	58
A Joint TOA and DOA Acquisition and Tracking Approach for Positioning With LTE Signals	57
Joint Radar-Communication Transmission: A Generalized Pareto Optimization Framework	57
Fixed Point Strategies in Data Science	56
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms	56
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference	54
Coarray Tensor Direction-of-Arrival Estimation	53
Scalable Detection and Tracking of Geometric Extended Objects	52
Target Capacity Based Resource Optimization for Multiple Target Tracking in Radar Network	51
Improving Sum-Rate of Cell-Free Massive MIMO With Expanded Compute-and-Forward	50
ULA Fitting for Sparse Array Design	49
Spatial- and Range- ISLR Trade-Off in MIMO Radar Via Waveform Correlation Optimization	47
An Efficient Power Allocation Strategy for Maneuvering Target Tracking in Cognitive MIMO Radar	47
Adaptive Sparse Array Beamformer Design by Regularized Complementary Antenna Switching	47
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning	46
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer	46
A Novel Wireless Communication Paradigm for Intelligent Reflecting Surface Based Symbiotic Radio Systems	46
Integrated Waveform Design for MIMO Radar and Communication via Spatio-Spectral Modulation	45
Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid	44
Discrete Time $q$-Lag Maximum Likelihood FIR Smoothing and Iterative Recursive Algorithm	43
SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems	43
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems	43
Efficient DOA Estimation Method for Reconfigurable Intelligent Surfaces Aided UAV Swarm	43
Unlimited Sampling From Theory to Practice: Fourier-Prony Recovery and Prototype ADC	43
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features	42
Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference	41
Decentralized Online Convex Optimization With Event-Triggered Communications	41
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray	41
On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays	40
Unitary Approximate Message Passing for Sparse Bayesian Learning	40
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation	39
Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory	39
Target Localization Geometry Gain in Distributed MIMO Radar	39
Generalized Non-Redundant Sparse Array Designs	39
Ordered Reliability Bits Guessing Random Additive Noise Decoding	39
Transmit Waveform Design for Dual-Function Radar-Communication Systems via Hybrid Linear-Nonlinear Precoding	38
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection	38
Joint Radar and Communications for Frequency-Hopped MIMO Systems	38
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization	37
Detection of the Number of Signals by Signal Subspace Matching	37
Mixed Near-Field and Far-Field Localization and Array Calibration With Partly Calibrated Arrays	37
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising	37
Federated Learning With Spiking Neural Networks	36
Matrix-Monotonic Optimization $-$ Part I: Single-Variable Optimization	36
Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication	36
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures	36
Enhanced DOA Estimation Exploiting Multi-Frequency Sparse Array	36

Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis	35
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays With Subarray Sampling	35
Differentiable Bi-Sparse Multi-View Co-Clustering	34
Learning Decentralized Wireless Resource Allocations With Graph Neural Networks	34
Sparse Symmetric Linear Arrays With Low Redundancy and a Contiguous Sum Co-Array	34
Constrained Radar Waveform Design for Range Profiling	34
Learning Strategies for Radar Clutter Classification	34
A Hybrid Approach to Optimal TOA-Sensor Placement With Fixed Shared Sensors for Simultaneous Multi-Target Localization	34
Approximate Message Passing With Unitary Transformation for Robust Bilinear Recovery	34
Spectrally-Agile Waveform Design for Wideband MIMO Radar Transmit Beampattern Synthesis via Majorization-ADMM	33
Radar and Communication Spectral Coexistence in Range-Dependent Interference	33
Bias Reduced Semidefinite Relaxation Method for 3-D Rigid Body Localization Using AOA	33
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection	33
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization	32
Throughput Maximization for Intelligent Reflecting Surface Aided MIMO WPCNs With Different DL/UL Reflection Patterns	32
Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol	32
Localization With One-Bit Passive Radars in Narrowband Internet-of-Things Using Multivariate Polynomial Optimization	32
Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target Recognition	32
Distributed Auxiliary Particle Filtering With Diffusion Strategy for Target Tracking: A Dynamic Event-Triggered Approach	32
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part I: Detector Designs	31
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models	31
MIMO Multifunction RF Systems: Detection Performance and Waveform Design	31
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers	31
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets	31
Distributed Learning in Non-Convex Environments—Part I: Agreement at a Linear Rate	30
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures	30
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison	30
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks	30
Importance Gaussian Quadrature	30
Ridge-Aware Weighted Sparse Time-Frequency Representation	30
Signal Detection in Distributed MIMO Radar With Non-Orthogonal Waveforms and Sync Errors	30
Direction of Arrival Estimation of Wideband Sources Using Sparse Linear Arrays	30
Power Allocation for Coexisting Multicarrier Radar and Communication Systems in Cluttered Environments	30
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix	30
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter	30
Bias-Compensated Sign Algorithm for Noisy Inputs and Its Step-Size Optimization	29
Efficient Direct Target Localization for Distributed MIMO Radar With Expectation Propagation and Belief Propagation	29
Deep Scattering Network With Fractional Wavelet Transform	28
Distributed Multi-Object Tracking Under Limited Field of View Sensors	28
Joint Detection Threshold Optimization and Illumination Time Allocation Strategy for Cognitive Tracking in a Networked Radar System	28
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation	28
Target Localization and Clock Refinement in Distributed MIMO Radar Systems With Time Synchronization Errors	28
Tensor-Based Joint Channel Estimation and Symbol Detection for Time-Varying mmWave Massive MIMO Systems	28
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes	28
Dilated Arrays: A Family of Sparse Arrays With Increased Uniform Degrees of Freedom and Reduced Mutual Coupling on a Moving Platform	28
Deep Learning-Aided Coherent Direction-of-Arrival Estimation With the FTMR Algorithm	27
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals	27
Multivariate Fast Iterative Filtering for the Decomposition of Nonstationary Signals	27
Construction of Golay Complementary Matrices and Its Applications to MIMO Omnidirectional Transmission	27
Online Deep Neural Networks for MmWave Massive MIMO Channel Estimation With Arbitrary Array Geometry	27
Tracking Cells and Their Lineages Via Labeled Random Finite Sets	26
Heterogeneous Multi-Sensor Fusion With Random Finite Set Multi-Object Densities	26
Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise	26
Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements	26
Frequency Domain Analysis and Equalization for Molecular Communication	26
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior	26
Sparse Activity Detection in Multi-Cell Massive MIMO Exploiting Channel Large-Scale Fading	25
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues	25
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions	25
Particle Filtering for Nonlinear/Non-Gaussian Systems With Energy Harvesting Sensors Subject to Randomly Occurring Sensor Saturations	25
Phase Transitions in Frequency Agile Radar Using Compressed Sensing	25
Bayesian Channel Estimation in Multi-User Massive MIMO With Extremely Large Antenna Array	24
Multi-Sensor Track-to-Track Association and Spatial Registration Algorithm Under Incomplete Measurements	24
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking	24
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition	24
Performance Analysis of Joint Range-Velocity Estimator With 2D-MUSIC in OFDM Radar	24
Energy Efficiency Optimization in Radar-Communication Spectrum Sharing	23
Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number	23
Online Topology Identification From Vector Autoregressive Time Series	23
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments	23
CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI	23
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms	23
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part II: Applications	23
A Reconfigurable MIMO-SAR Transmission Scheme Based on Inter-Pulse and Intra-Pulse Joint Phase Modulation	23
Linear Canonical Stockwell Transform: Theory and Applications	23
Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds	23
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets	23
Robust Energy-Efficient Resource Management, SIC Ordering, and Beamforming Design for MC MISO-NOMA Enabled 6G	23
The Impact of Multipath Information on Time-of-Arrival Estimation	23
MIMO Radar Waveform Design for Multipath Exploitation	23

MVDR Beamformer Design by Imposing Unit Circle Roots Constraints for Uniform Linear Arrays	22
Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee	22
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam	22
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach	22
Efficient Sensor Placement for Signal Reconstruction Based on Recursive Methods	22
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection	22
Multi-Sensor Filtering Fusion With Parametric Uncertainties and Measurement Censoring: Monotonicity and Boundedness	21
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection	21
One-Bit Phase Retrieval: More Samples Means Less Complexity?	21
Joint TOA and DOA Estimation With CFO Compensation Using Large-Scale Array	21
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?	21
Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration	20
Distributed Learning in Non-Convex Environments— Part II: Polynomial Escape From Saddle-Points	20
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation	20
Filtering in Pairwise Markov Model With Student's t Non-Stationary Noise With Application to Target Tracking	20
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access	20
Computational Array Signal Processing via Modulo Non-Linearities	20
Synchrosqueezed Fractional Wavelet Transform: A New High-Resolution Time-Frequency Representation	20
Robust Widely Linear Affine Projection M-Estimate Adaptive Algorithm: Performance Analysis and Application	20
A Unified Framework for Multistatic Passive Radar Target Detection Under Uncalibrated Receivers	20
Generalized MBI Algorithm for Designing Sequence Set and Mismatched Filter Bank With Ambiguity Function Constraints	20
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry	20
Nyquist Sampling and Degrees of Freedom of Electromagnetic Fields	20
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking	19
An Iterative Implementation-Based Approach for Joint Source Localization and Association Under Multipath Propagation Environments	19
Theory and Design of Joint Time-Vertex Nonsubsampled Filter Banks	19
Matrix-Monotonic Optimization $-$ Part II: Multi-Variable Optimization	19
Wide and Deep Graph Neural Network With Distributed Online Learning	19
MsmcNet: A Modular Few-Shot Learning Framework for Signal Modulation Classification	19
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals	19
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization	19
A Variational Bayesian Inference-Inspired Unrolled Deep Network for MIMO Detection	19
Graphon Signal Processing	19
An Asymptotically MSE-Optimal Estimator Based on Gaussian Mixture Models	19
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process	19
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning	18
Robust Beamforming Design for Magnetic MIMO Wireless Power Transfer Systems	18
Maximum Likelihood-Based Gridless DoA Estimation Using Structured Covariance Matrix Recovery and SBL With Grid Refinement	18
Federated Learning Under Importance Sampling	18
Tensor Wiener Filter	18
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares	18
Covariance Matrix Estimation for FDA-MIMO Adaptive Transmit Power Allocation	18
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication	18
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability	18
Learned Factor Graphs for Inference From Stationary Time Sequences	18
A Multi-Taper S-Transform Method for Spectral Estimation of Stationary Processes	18
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries—Part I: Structures and DOFs	18
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization	18
Widely Linear Maximum Complex Correntropy Criterion Affine Projection Algorithm and Its Performance Analysis	18
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting	18
Block Coordinate Descent Algorithms for Auxiliary-Function-Based Independent Vector Extraction	18
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications	18
Gridless DOA Estimation With Multiple Frequencies	18
Fast Numerical Computation of Two-Dimensional Non-Separable Linear Canonical Transform Based on Matrix Decomposition	18
A Semi-Blind Method for Localization of Underwater Acoustic Sources	17
Sparse-Group Lasso for Graph Learning From Multi-Attribute Data	17
Optimal Fractional Fourier Filtering for Graph Signals	17
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective	17
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference	17
Resource Allocation for Multitarget Tracking and Data Reduction in Radar Network With Sensor Location Uncertainty	17
On Accurate Source Enumeration: A New Bayesian Information Criterion	17
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization	17
Solving High-Order Portfolios via Successive Convex Approximation Algorithms	17
Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory	17
Simultaneous Mobile Information and Power Transfer by Resonant Beam	17
Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA	17
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach	17
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks	17
Distributed Algorithms for Array Signal Processing	17
Kernel Regression Over Graphs Using Random Fourier Features	17
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning	17
ADMM-Net for Communication Interference Removal in Stepped-Frequency Radar	17
On the Adversarial Robustness of LASSO Based Feature Selection	16
Tracking of Extended Object Using Random Matrix With Non-Uniformly Distributed Measurements	16
General Cauchy Conjugate Gradient Algorithms Based on Multiple Random Fourier Features	16
Ziv-Zakai Bound for Compressive Time Delay Estimation	16
Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization	16
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems	16
Structured Covariance Matrix Estimation With Missing-(Complex) Data for Radar Applications via Expectation-Maximization	16
Graph Signal Processing Meets Blind Source Separation	16
Task-Based Analog-to-Digital Converters	16
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction	16
Exploiting Sparsity of Ranging Biases for NLOS Mitigation	16
Decentralized Blockchain-Based Dynamic Spectrum Acquisition for Wireless Downlink Communications	16
Distributed Nonlinear Polynomial Graph Filter and Its Output Graph Spectrum: Filter Analysis and Design	16
Graphon Filters: Graph Signal Processing in the Limit	16
Shallow Underwater Acoustic Massive MIMO Communications	16
Reinforcement Learning Based Dual-Functional Massive MIMO Systems for Multi-Target Detection and Communications	16
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery	16
Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers	16
Graph Filters for Signal Processing and Machine Learning on Graphs	16
The Wasserstein-Fourier Distance for Stationary Time Series	16
Multi-Scan Multi-Sensor Multi-Object State Estimation	15
Directionally Weighted Wave Field Estimation Exploiting Prior Information on Source Direction	15
Balanced Neural Architecture Search and Its Application in Specific Emitter Identification	15