IEEE Transactions on Signal Processing

Papers
(The TQCC of IEEE Transactions on Signal Processing is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)
ArticleCitations
Deep Learning Enabled Semantic Communication Systems348
Reconfigurable Intelligent Surfaces for Localization: Position and Orientation Error Bounds157
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming157
Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission150
A Joint Precoding Framework for Wideband Reconfigurable Intelligent Surface-Aided Cell-Free Network149
Robust Aggregation for Federated Learning140
UVeQFed: Universal Vector Quantization for Federated Learning114
Over-the-Air Federated Learning From Heterogeneous Data102
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics100
Deep Networks for Direction-of-Arrival Estimation in Low SNR94
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface90
Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems84
Target Detection Within Nonhomogeneous Clutter Via Total Bregman Divergence-Based Matrix Information Geometry Detectors79
Foundations of MIMO Radar Detection Aided by Reconfigurable Intelligent Surfaces71
Limited Feedforward Waveform Design for OFDM Dual-Functional Radar-Communications70
Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays70
An Optimal Estimation Framework of Multi-Agent Systems With Random Transport Protocol65
Augmented Covariance Matrix Reconstruction for DOA Estimation Using Difference Coarray63
SR2CNN: Zero-Shot Learning for Signal Recognition61
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars61
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning58
FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data54
Real-Valued Sparse Bayesian Learning for DOA Estimation With Arbitrary Linear Arrays52
On Unlimited Sampling and Reconstruction51
Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers51
A Joint TOA and DOA Acquisition and Tracking Approach for Positioning With LTE Signals50
Multi-Spectrally Constrained Transceiver Design Against Signal-Dependent Interference46
Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems46
Ziv-Zakai Bound for DOAs Estimation45
Fixed Point Strategies in Data Science45
Target Capacity Based Resource Optimization for Multiple Target Tracking in Radar Network44
Joint Radar-Communication Transmission: A Generalized Pareto Optimization Framework44
Improving Sum-Rate of Cell-Free Massive MIMO With Expanded Compute-and-Forward44
An Efficient Power Allocation Strategy for Maneuvering Target Tracking in Cognitive MIMO Radar44
Scalable Detection and Tracking of Geometric Extended Objects43
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer43
Structured Nyquist Correlation Reconstruction for DOA Estimation With Sparse Arrays43
ULA Fitting for Sparse Array Design42
Spatial- and Range- ISLR Trade-Off in MIMO Radar Via Waveform Correlation Optimization42
Integrated Waveform Design for MIMO Radar and Communication via Spatio-Spectral Modulation38
Adaptive Sparse Array Beamformer Design by Regularized Complementary Antenna Switching38
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms38
Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid37
Location Sensing and Beamforming Design for IRS-Enabled Multi-User ISAC Systems37
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning37
Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference36
A Novel Wireless Communication Paradigm for Intelligent Reflecting Surface Based Symbiotic Radio Systems36
Unified IRS-Aided MIMO Transceiver Designs via Majorization Theory35
Discrete Time $q$-Lag Maximum Likelihood FIR Smoothing and Iterative Recursive Algorithm34
Detection of the Number of Signals by Signal Subspace Matching34
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation34
Learning Strategies for Radar Clutter Classification34
Unlimited Sampling From Theory to Practice: Fourier-Prony Recovery and Prototype ADC34
Decentralized Online Convex Optimization With Event-Triggered Communications34
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection33
Target Localization Geometry Gain in Distributed MIMO Radar33
Efficient Transceiver Design for MIMO Dual-Function Radar-Communication Systems32
Efficient DOA Estimation Method for Reconfigurable Intelligent Surfaces Aided UAV Swarm32
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray32
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising32
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization32
SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems31
Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis31
Joint Radar and Communications for Frequency-Hopped MIMO Systems31
Generalized Non-Redundant Sparse Array Designs31
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays With Subarray Sampling31
Sparse Symmetric Linear Arrays With Low Redundancy and a Contiguous Sum Co-Array30
Approximate Message Passing With Unitary Transformation for Robust Bilinear Recovery30
On the Performance of One-Bit DoA Estimation via Sparse Linear Arrays30
Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication30
Matrix-Monotonic Optimization $-$ Part I: Single-Variable Optimization30
Outlier-Resistant Filtering With Dead-Zone-Like Censoring Under Try-Once-Discard Protocol30
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features29
Learning Decentralized Wireless Resource Allocations With Graph Neural Networks29
Coarray Tensor Direction-of-Arrival Estimation29
Unitary Approximate Message Passing for Sparse Bayesian Learning29
Ordered Reliability Bits Guessing Random Additive Noise Decoding29
A Hybrid Approach to Optimal TOA-Sensor Placement With Fixed Shared Sensors for Simultaneous Multi-Target Localization29
Mixed Near-Field and Far-Field Localization and Array Calibration With Partly Calibrated Arrays29
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures28
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures28
Bias Reduced Semidefinite Relaxation Method for 3-D Rigid Body Localization Using AOA28
Constrained Radar Waveform Design for Range Profiling28
Throughput Maximization for Intelligent Reflecting Surface Aided MIMO WPCNs With Different DL/UL Reflection Patterns28
Distributed Learning in Non-Convex Environments—Part I: Agreement at a Linear Rate28
Signal Detection in Distributed MIMO Radar With Non-Orthogonal Waveforms and Sync Errors28
Differentiable Bi-Sparse Multi-View Co-Clustering27
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part I: Detector Designs27
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter27
Importance Gaussian Quadrature27
Distributed Auxiliary Particle Filtering With Diffusion Strategy for Target Tracking: A Dynamic Event-Triggered Approach27
Tensor RNN With Bayesian Nonparametric Mixture for Radar HRRP Modeling and Target Recognition27
Enhanced DOA Estimation Exploiting Multi-Frequency Sparse Array26
Spectrally-Agile Waveform Design for Wideband MIMO Radar Transmit Beampattern Synthesis via Majorization-ADMM26
Radar and Communication Spectral Coexistence in Range-Dependent Interference26
A Secure Communication Scheme of Three-Variable Chaotic Coupling Synchronization Based on DNA Chemical Reaction Networks26
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix25
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets25
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection25
Transmit Waveform Design for Dual-Function Radar-Communication Systems via Hybrid Linear-Nonlinear Precoding25
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals25
Ridge-Aware Weighted Sparse Time-Frequency Representation25
Target Localization and Clock Refinement in Distributed MIMO Radar Systems With Time Synchronization Errors24
Localization With One-Bit Passive Radars in Narrowband Internet-of-Things Using Multivariate Polynomial Optimization24
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues24
Joint Detection Threshold Optimization and Illumination Time Allocation Strategy for Cognitive Tracking in a Networked Radar System24
Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison24
Heterogeneous Multi-Sensor Fusion With Random Finite Set Multi-Object Densities24
Bias-Compensated Sign Algorithm for Noisy Inputs and Its Step-Size Optimization24
Deep Scattering Network With Fractional Wavelet Transform24
MIMO Multifunction RF Systems: Detection Performance and Waveform Design24
Direction of Arrival Estimation of Wideband Sources Using Sparse Linear Arrays23
Power Allocation for Coexisting Multicarrier Radar and Communication Systems in Cluttered Environments23
Phase Transitions in Frequency Agile Radar Using Compressed Sensing23
Particle Filtering for Nonlinear/Non-Gaussian Systems With Energy Harvesting Sensors Subject to Randomly Occurring Sensor Saturations23
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers23
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation23
Distributed Multi-Object Tracking Under Limited Field of View Sensors23
Adaptive Savitzky-Golay Filtering in Non-Gaussian Noise23
Online Deep Neural Networks for MmWave Massive MIMO Channel Estimation With Arbitrary Array Geometry23
Tensor-Based Joint Channel Estimation and Symbol Detection for Time-Varying mmWave Massive MIMO Systems22
Robust Subspace Tracking With Missing Data and Outliers: Novel Algorithm With Convergence Guarantee22
Robust Energy-Efficient Resource Management, SIC Ordering, and Beamforming Design for MC MISO-NOMA Enabled 6G22
Federated Learning With Spiking Neural Networks22
Efficient Direct Target Localization for Distributed MIMO Radar With Expectation Propagation and Belief Propagation22
Sparse Activity Detection in Multi-Cell Massive MIMO Exploiting Channel Large-Scale Fading22
Tracking Cells and Their Lineages Via Labeled Random Finite Sets22
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior22
The Impact of Multipath Information on Time-of-Arrival Estimation21
Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements21
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach21
Dilated Arrays: A Family of Sparse Arrays With Increased Uniform Degrees of Freedom and Reduced Mutual Coupling on a Moving Platform21
Multi-Sensor Filtering Fusion With Parametric Uncertainties and Measurement Censoring: Monotonicity and Boundedness21
Adaptive Radar Detection in the Presence of Multiple Alternative Hypotheses Using Kullback-Leibler Information Criterion-Part II: Applications21
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models21
Deep Learning-Aided Coherent Direction-of-Arrival Estimation With the FTMR Algorithm21
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments20
CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI20
Frequency Domain Analysis and Equalization for Molecular Communication20
An Outlier-Robust Kalman Filter With Adaptive Selection of Elliptically Contoured Distributions20
Wide and Deep Graph Neural Network With Distributed Online Learning19
Construction of Golay Complementary Matrices and Its Applications to MIMO Omnidirectional Transmission19
Distributed Learning in Non-Convex Environments— Part II: Polynomial Escape From Saddle-Points19
Online Topology Identification From Vector Autoregressive Time Series19
MVDR Beamformer Design by Imposing Unit Circle Roots Constraints for Uniform Linear Arrays19
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes19
Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration19
Efficient Sensor Placement for Signal Reconstruction Based on Recursive Methods19
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam18
Performance Analysis of Joint Range-Velocity Estimator With 2D-MUSIC in OFDM Radar18
Multivariate Fast Iterative Filtering for the Decomposition of Nonstationary Signals18
MIMO Radar Waveform Design for Multipath Exploitation18
Low-Rank Matrix Recovery With Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number18
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking17
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization17
Energy Efficiency Optimization in Radar-Communication Spectrum Sharing17
Linear Canonical Stockwell Transform: Theory and Applications17
Covariance Matrix Estimation for FDA-MIMO Adaptive Transmit Power Allocation17
Fast Numerical Computation of Two-Dimensional Non-Separable Linear Canonical Transform Based on Matrix Decomposition17
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking17
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares17
Theory and Design of Joint Time-Vertex Nonsubsampled Filter Banks17
Matrix-Monotonic Optimization $-$ Part II: Multi-Variable Optimization17
A Reconfigurable MIMO-SAR Transmission Scheme Based on Inter-Pulse and Intra-Pulse Joint Phase Modulation16
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications16
Synchrosqueezed Fractional Wavelet Transform: A New High-Resolution Time-Frequency Representation16
Graph Signal Processing Meets Blind Source Separation16
Nyquist Sampling and Degrees of Freedom of Electromagnetic Fields16
Solving High-Order Portfolios via Successive Convex Approximation Algorithms16
Multi-Sensor Track-to-Track Association and Spatial Registration Algorithm Under Incomplete Measurements16
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection16
On Accurate Source Enumeration: A New Bayesian Information Criterion16
Joint TOA and DOA Estimation With CFO Compensation Using Large-Scale Array16
A Multi-Taper S-Transform Method for Spectral Estimation of Stationary Processes16
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting16
Shallow Underwater Acoustic Massive MIMO Communications15
Learned Factor Graphs for Inference From Stationary Time Sequences15
General Cauchy Conjugate Gradient Algorithms Based on Multiple Random Fourier Features15
Computational Array Signal Processing via Modulo Non-Linearities15
Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory15
ADMM-Net for Communication Interference Removal in Stepped-Frequency Radar15
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks15
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability15
Tensor Wiener Filter15
One-Bit Phase Retrieval: More Samples Means Less Complexity?15
Generalized MBI Algorithm for Designing Sequence Set and Mismatched Filter Bank With Ambiguity Function Constraints15
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning15
Simultaneous Mobile Information and Power Transfer by Resonant Beam15
Distributionally Robust State Estimation for Linear Systems Subject to Uncertainty and Outlier15
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach15
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval15
Distributed Algorithms for Array Signal Processing15
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets15
Analysis of Reassignment Operators Used in Synchrosqueezing Transforms: With an Application to Instantaneous Frequency Estimation15
Filtering in Pairwise Markov Model With Student's t Non-Stationary Noise With Application to Target Tracking15
Resource Allocation for Multitarget Tracking and Data Reduction in Radar Network With Sensor Location Uncertainty14
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation14
Blind Localization of Early Room Reflections Using Phase Aligned Spatial Correlation14
Multiple Importance Sampling for Symbol Error Rate Estimation of Maximum-Likelihood Detectors in MIMO Channels14
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery14
Globally Optimal Spectrum- and Energy-Efficient Beamforming for Rate Splitting Multiple Access14
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective14
Robust Beamforming Design for Magnetic MIMO Wireless Power Transfer Systems14
Dilated Nested Arrays With More Degrees of Freedom (DOFs) and Less Mutual Coupling—Part I: The Fundamental Geometry14
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection14
Innovative and Additive Outlier Robust Kalman Filtering With a Robust Particle Filter14
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals14
Covariance Recovery for One-Bit Sampled Non-Stationary Signals With Time-Varying Sampling Thresholds14
Robust Recovery of Jointly-Sparse Signals Using Minimax Concave Loss Function14
Non-Integer Arrays for Array Signal Processing14
Interference Mitigation for FMCW Radar With Sparse and Low-Rank Hankel Matrix Decomposition14
Block Coordinate Descent Algorithms for Auxiliary-Function-Based Independent Vector Extraction14
Bayesian Channel Estimation in Multi-User Massive MIMO With Extremely Large Antenna Array14
A Depth-First Iterative Algorithm for the Conjugate Pair Fast Fourier Transform14
Exploiting Sparsity of Ranging Biases for NLOS Mitigation14
Decentralized Blockchain-Based Dynamic Spectrum Acquisition for Wireless Downlink Communications14
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization14
Balanced Neural Architecture Search and Its Application in Specific Emitter Identification14
Kernel Regression Over Graphs Using Random Fourier Features13
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process13
Multi-Scan Multi-Sensor Multi-Object State Estimation13
Directionally Weighted Wave Field Estimation Exploiting Prior Information on Source Direction13
A Variational Bayesian Inference-Inspired Unrolled Deep Network for MIMO Detection13
Task-Based Analog-to-Digital Converters13
Sparse-Group Lasso for Graph Learning From Multi-Attribute Data13
Massive MIMO-OFDM Systems with Low Resolution ADCs: Cramér-Rao Bound, Sparse Channel Estimation, and Soft Symbol Decoding13
Stochastic Graph Neural Networks13
Distributed Nonlinear Polynomial Graph Filter and Its Output Graph Spectrum: Filter Analysis and Design13
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems13
Deep Unfolding With Normalizing Flow Priors for Inverse Problems13
Novel Codebook Design for Channel State Information Quantization in MIMO Rician Fading Channels With Limited Feedback13
Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement13
A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms13
The Wasserstein-Fourier Distance for Stationary Time Series13
Multi-Ellipsoidal Extended Target Tracking With Variational Bayes Inference13
A Semi-Blind Method for Localization of Underwater Acoustic Sources13
Hybrid Analog and Digital Beamforming Design for Channel Estimation in Correlated Massive MIMO Systems13
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction13
On the Tracking Performance of Adaptive Filters and Their Combinations12
Spectrally Sparse Signal Recovery via Hankel Matrix Completion With Prior Information12
Functional Bayesian Filter12
Adaptive IQ Mismatch Compensation in Time-Domain Using Frequency-Domain Observations12
Adaptive Frequency-Domain Normalized Implementations of Widely-Linear Complex-Valued Filter12
Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication12
Detection of the Number of Signals in Uniform Arrays by Invariant-Signal-Subspace Matching12
Decomposing Non-Stationary Signals With Time-Varying Wave-Shape Functions12
A Unified Framework for Multistatic Passive Radar Target Detection Under Uncalibrated Receivers12
Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers12
High Resolution MIMO Radar Sensing With Compressive Illuminations12
Structured Covariance Matrix Estimation With Missing-(Complex) Data for Radar Applications via Expectation-Maximization12
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