Signal Processing

Article	Citations
Editorial Board	235
Editorial Board	163
Kalman filter for dynamic source power and steering vector estimation based on empirical covariances	157
Impact of erroneous reporting on heterogeneous cognitive radio networks using improved primary user detection	152
Subspace prototype learning for few-Shot remote sensing scene classification	121
Reversible data hiding for JPEG images based on block difference model and Laplacian distribution estimation	116
Robust kernel truncated generalized exponential hyperbolic tangent conjugate gradient adaptive algorithm against non-Gaussian noise	76
Super-resolving compressed images via parallel and series integration of artefacts removal and resolution enhancement	70
Editorial Board	68
PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties	66
Model order estimation based on the correntropy of observation eigenvalues	63
A polynomial multiple variance method for impulse response measurement	60
Green’s function estimation by seismic interferometry from limited frequency samples	53
Robust noise-power estimation via primal–dual algorithms with measurements from a subset of network nodes	47
Dictionary learning with cone atoms and application to anomaly detection	43
A penalized inequality-constrained approach for robust beamforming with DoF limitation	43
Revisiting sparse error correction: Model analysis and new algorithms	43
Video reversible data hiding: An evolution to local distortion-tolerance framework	42
Texture and geometric feature-fusion-based network for Dunhuang mural inpainting	42
Editorial Board	41
A new class of composite objective multistep estimating sequence techniques	41
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images	40
A topological loss function for image Denoising on a new BVI-lowlight dataset	39
Collaborative trajectory planning and transmit resource scheduling for multiple target tracking in distributed radar network system with GTAR	39
LG-Net: Local and global complementary priors induced multi-stage progressive network for compressed sensing	38

Pattern search and compressed sensing based phase noise and channel estimation for mmWave massive MIMO-OFDM systems	37
Markov chain-based frequency correlation processing algorithm for wideband DOA estimation	36
Polarization-space-time domain adaptive detection for the heterogeneous array	35
An adaptive robust twin extreme learning machine with hook loss function and its semi-supervised framework	35
Corrigendum to “ Enhancing autonomous driving safety: A robust traffic sign detection and recognition model TSD-YOLO” [Signal Processing, Volume 225 (2024), Article Number 109619]	35
Direct positioning of multiple targets based on electromagnetic vector sensors array	35
Performance evaluation of infinite impulse response filter synthesis using parallel-Direct-Ladder form under finiteword-Length effects	34
A construction algorithm for dual complex generalized eigenvalue decomposition and its application to blind source separation	34
Cascaded transformer U-net for image restoration	34
Multi-binary network with feature disentanglement for Open-set Specific Emitter Identification	34
Beampattern synthesis for active RIS-assisted radar with sidelobe level minimization	34
Entropy-weighted manifold-adjusted transfer learning for cross-condition fault diagnosis with imbalanced and missing labels	34
TuckerAPP: A novel spatiotemporal Tucker decomposition approach for traffic imputation	34
Non-uniform pulse intervals based intra-pulse forwarding jamming detection and recognition in clutter circumstance	33
Joint optimization methods for Gaussian random measurement matrix based on column coherence in compressed sensing	33
Sparse reconstruction method for Direction-of-Arrival estimation using Vector sensor array	32
A method to improve full-resolution remote sensing pansharpening image quality assessment via feature combination	32
Stochastic alternating direction method of multipliers for Byzantine-robust distributed learning	31
Cauchy–Gaussian maximum mixture correntropy Kalman filter with component-by-component construction	31
Maximum total generalized correntropy adaptive filtering for parameter estimation	31
Fusion detection in distributed MIMO radar under hybrid-order Gaussian model	31
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization	31
Reduced-Dimension Joint Sparse Design of Polynomial Beamformers for Microphone Arrays	31
Estimating the target DOA, range and velocity using subspace methods in a MIMO OFDM DFRC system	31
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors	30
Sedenion polar harmonic Fourier moments and their application in multi-view color image watermarking	30
Separable compressed coded aperture imaging via singular value decomposition	30
TFLM: A time-frequency domain learning model for underwater acoustic signal reconstruction	30
A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations	29
Editorial Board	29
A general robust approach for joint modeling of the family of scale mixture of Normal distribution	29
Dispersed-sparsity-aware LMS algorithm for scattering-sparse system identification	29
Improved interpolation with sub-pixel relocation method for strong barrel distortion	28
High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction	28
Relative entropy based uncertainty principles for graph signals	28
Efficient beam-scanning wideband sparse array synthesis with minimum element spacing control	28
Game-theory-based complexity allocation for 360-degree video coding	28
Sign steganography revisited with robust domain selection	28
Least lp	28
Pulse processing — Overview and challenges	28
Convolution-based free-form deformation for multimodal groupwise registration	27
Learning from small data for hyperspectral image classification	27
DOA estimation based on an interpolated coprime array structure	27
Spherical convolutional neural networks: Stability to perturbations in SO	27
Differentiable interacting multiple model particle filtering	27
Mixed-field source localization based on robust matrix propagator and reduced-degree polynomial rooting	27
Editorial Board	27
Distributed linear-quadratic control with graph neural networks	27
LPI waveform design for radar system against cyclostationary analysis intercept processing	26
A receive-coherent detector of moving target for airborne distributed coherent aperture radar in heterogeneous clutter	26

Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors	26
A maximum-likelihood-based approach to estimate the long memory parameter using fractional spline wavelets	26
MIMO-ISAC with nonlinear modulated waveform: Joint sensing enhancement and interference mitigation	26
DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration	25
TELET: A monotonic algorithm to design large dimensional equiangular tight frames for applications in compressed sensing	25
Orthogonal time chirp space modulation based upon fractional Fourier transform	25
Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non Gaussian interferences	25
Contrastive Learning based Multi-task Network for Image Manipulation Detection	25
A scalable Consensus Fast Graph Filtering approach for late fusion multi-view clustering	25
Censoring outliers in elliptically symmetric multivariate distribution	25
Boosting with fine-tuning for deep image denoising	25
Quaternion weighted Schatten p-norm minimization for color image r	24
Reversible data hiding in JPEG document images based on zero coefficients embedding	24
Prior information-based motion blur image restoration method for the low-frequency sinusoidal vibration measurements with machine vision	24
Quaternion-based deep image prior with regularization by denoising for color image restoration	24
Multifunctional adversarial examples: A novel mechanism for authenticatable privacy protection of images	24
Robust fusion filter for networked uncertain descriptor systems with colored noise and cyber-attacks	24
Time-varying thresholds with Gaussian smoothing for one-bit DOA estimation in unequal power signals	24
Joint learning framework of superpixel generation and fuzzy sparse subspace clustering for color image segmentation	23
Space-variant image reconstruction via Cauchy regularisation: Application to Optical Coherence Tomography	23
An IPDA based target existence assisted Bayesian detector for target tracking in clutter	23
Line spectral estimation with unlimited sensing	22
Robust hybrid affine projection filtering algorithm under α-stable environment	22
Spatio-temporal coherent snapshot compressed imaging with time-varying composite phase masks	22
Monopulse based DOA and polarization estimation with polarization sensitive arrays	22
Security in data-driven satellite applications: An overview and new perspectives	22
A comparative review on multi-modal sensors fusion based on deep learning	22
A new method for judging thermal image quality with applications	22
A Novel Variational Model for Detail-Preserving Low-Illumination Image Enhancement	22
Convergence analysis and improvement of progressive Gaussian approximation filters	22
Editorial Board	22
Robust radar waveform design for extended targets with multiple spectral compatibility constraints	21
Multi-objective optimization based perceptual bit allocation for gaming video coding in VVC	21
Video reversible data hiding using histogram shifting and matrix embedding for HEVC	21
Low-complexity hybrid precoding for sub-connected millimeter wave massive MIMO systems	21
Facile alignment estimation in carbon nanotube films using image processing	21
A variable diagonal-matrix-step-size APA robust to impulsive noises	21
Noise-robust interferometric ISAR imaging of 3-D maneuvering motion targets with fine image registration	21
A variable step size total least squares affine-projection-like algorithm: Formula derivation and performance analysis	20
A new approach for training a physics-based dehazing network using synthetic images	20
A variational level set model based on additive decomposition for segmenting noisy images with intensity inhomogeneity	20
Joint range-azimuth resolution limit for radar coincidence imaging based on spatial information theory	20
Stride conversion algorithms for convolutional layers and its application to sampling-frequency-independent deep neural networks	20
Ambiguity Function Evaluation and Optimization of the Transmitting Beamspace-Based FDA Radar	20
Interference optimized dual-functional radar-communication waveform design with low PAPR and range sidelobe	20
Finite-window RLS algorithms	20
Editorial Board	20
Enhancing jamming source tracking capability via adaptive grey wolf optimization mechanism for passive radar network	20
Forward-looking ground penetrating radar image reconstruction using fully connected neural network	20
Variable structure bidimensional reference pattern-based anti-bias track to track association	20
Adaptive CFAR detectors for subspace signal in uncertain rank-one interference and Gaussian noise	19
Design and implementation of an adaptive extended Kalman filter with interval type-3 fuzzy set for an attitude and heading reference system	19
Adaptive broadband frequency invariant beamforming using nulling-broadening and frequency constraints	19
Super-resolution delay-Doppler estimation for OTFS-based automotive radar	19
Variational Bayesian and generalized maximum-likelihood based adaptive robust nonlinear filtering framework	19
A normality test for multivariate dependent samples	19
Three-dimensional Softmax Mechanism Guided Bidirectional GRU Networks for Hyperspectral Remote Sensing Image Classification	19
Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control	19
Signal separation method based on large aperture multistatic radar for escort jamming suppression	19
Reversible data hiding in encrypted DICOM images using sorted binary sequences of pixels	19
A non-contact material recognition method using ultrasonic echo signals and deep learning	19
Moving target identification under deception jamming circumstance based on radon-Fourier transform	19
On designing good doppler tolerance waveform with low PSL of ambiguity function	19
Modulation Feature Enhancement with a Multi-Stage Attention Network for Underwater Acoustic Target Recognition	18
MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method	18
On minimization/maximization of the generalized multi-order complex quadratic form with constant-modulus constraints	18
Quasi-omnidirectional beamforming for uniform rectangular array	18
An accelerated algorithm for distributed optimization with Barzilai-Borwein step sizes	18
EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication	18
Quantity properties of variate and coefficient in errors-in-variables model under Gaussian noise	18
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy	18
A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment	18
Reversible data hiding with pairwise PEE and 2D-PEH decomposition	18
Line spectral estimation: Generalized bilinear modeling and hybrid inference method	18
A general soft-balanced clustering framework based on a novel balance regularizer	18
Generalized spectrum analysis of Chirp Cyclostationary signals associate with linear canonical transform	18
Spectral norm-based sparse arrays design: A matrix completion perspective	18
Testing for Granger causality using a partial coherence statistic	18
Design of optimum two-dimensional non-redundant arrays	18
Super Fourier analysis: A highly efficient framework for multivariate signal processing	18

Compressive sensing of ECG signals using plug-and-play regularization	18
Editorial Board	18
Adaptive robust MIMO radar target localization via capped Frobenius norm	18
Asymptotic performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	18
Editorial Board	18
On the variance of the LMS algorithm squared-error sample curve	18
Advances in Model-based Deep Learning	18
Centric graph regularized log-norm sparse non-negative matrix factorization for multi-view clustering	18
Fast asymptotic algorithm for real-time causal connectivity analysis of multivariate systems and signals	17
A constraint optimization problem for model order estimation	17
Modal adaptive super-resolution for medical images via continual learning	17
An adaptive high capacity reversible data hiding algorithm in interpolation domain	17
Robust graph learning for classification	17
A novel CKF using gamma and hierarchical Gaussian mixture distribution based on the variational Bayesian	17
Efficient in-situ image and video compression through probabilistic image representation	17
Computational efficient segmented integration method for high-speed maneuvering target detection	17
A novel multi-layer discriminative dictionary learning approach for image classification	17
Deep learning approaches for channel length estimation in blind multichannel systems	17
An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals	17
Blind deconvolution on graphs: Exact and stable recovery	17
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics	17
A novel family of online censoring based complex-valued least mean kurtosis algorithms	17
GLRT-based detectors with enhanced selectivity for mismatched signals through a random-signal approach	16
The second-order local polynomial Fourier transform as instantaneous frequency and chirp rate estimator	16
Tensor decompositions for signal processing: Theory, advances, and applications	16
CurvPnP: Plug-and-play blind image restoration with deep curvature denoiser	16
Kernel-based learning of birth process from evolving spatiotemporal RFS data stream in SMC CPHD filter for multi-target tracking	16
TDU-DLNet: A transformer-based deep unfolding network for dictionary learning	16
Compressive sensing based downlink channel estimation for mmWave systems using deep learning: Centralized or decentralized	16
Mixed source localization considering mutual coupling and unknown nonuniform noise under exact spatial geometry	16
Perceptual authentication hashing for digital images based on multi-domain feature fusion	16
Editorial Board	16
Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)	16
Bistatic MIMO radar for exact near-field target localization with COLD arrays	16
Efficient approximations of the multi-sensor labelled multi-Bernoulli filter	16
On the accuracy limits of misspecified delay-Doppler estimation	16
Recalibrated multi-kernel maximum correntropy fractional-order central difference Kalman filter	16
Joint time domain nonlinear post-distortion scheme for reconstruction of distorted signals	16
A novel robust Student’s t scale mixture distribution based Kalman filter	16
Learned image compression with generalized octave convolution and cross-resolution parameter estimation	15
Optimal estimation of the canonical polyadic decomposition from low-rank tensor trains	15
Uniqueness of the discrete Fourier transform	15
Editorial for the 45th anniversary special issue of signal processing	15
Improved CNN-based CatBoost model for license plate remote sensing image classification	15
Towards constructing a DOE-based practical optical neural system for ship recognition in remote sensing images	15
Joint carrier and DOA estimation for multi-band sources based on sub-Nyquist sampling coprime array with large time lags	15
Editorial Board	15
Optimal pilot design for OTFS in linear time-varying channels	15
Riemannian gradient deep network for joint waveform and filter optimization in MIMO radar against chopping forwarding jamming and clutter	15
A Bayesian filtering network for state estimation with unknown system dynamics	15
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm	15
Editorial Board	15
A sparse time-frequency reconstruction approach from the synchroextracting domain	15
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions	15
Adaptive detectors for FDA-MIMO radar combined with optimization	15
Angle estimation based on coarray tensor completion for bistatic MIMO radar with sparse array	15
Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations	15
Knowledge-aided multi-dictionary block sparsity-aware STAP for airborne polarimetric conformal array radar	14
A Weighted Federated Learning Framework for Privacy-Preserving EEG-Based Diagnosis of Major Depressive Disorder	14
Fast cross tensor approximation for image and video completion	14
Eigenbeam-space transformation based steerable differential beamforming for linear arrays	14
Embedding a heavy-ball type of momentum into the estimating sequences	14
Performance analysis of the augmented complex-valued least mean kurtosis algorithm	14
Robust spectrum sensing for unknown heteroscedastic noise via covariance-based convolutional neural network	14
Search-free range and angle estimation for bistatic VHF-FDA-MIMO radar in complex terrain	14
Paramps: Convolutional neural networks based on tensor decomposition for heart sound signal analysis and cardiovascular disease diagnosis	14
ADTFD-RANSAC For multi-component IF estimation	14
Theoretical and numerical comparison of first order algorithms for cocoercive equations and smooth convex optimization	14
A likelihood based method for compressive signal recovery under Gaussian and saturation noise	14
Image reconstruction using superpixel clustering and tensor completion	14
A Nyström-based low-rank unitary MVDR beamforming scheme	14
Robust adaptive beamforming algorithm based on coprime array with sensor gain-phase error	14
When Ramanujan sums meet affine Fourier transform	14
RKFNet: A novel neural network aided robust Kalman filter	14
Fractional-order generalized complex correntropy algorithm for robust active noise control	14
Image-set classification using Discriminant Neighborhood Preserving Embedding on Grassmann manifold	14
Order selection criteria for two-dimensional autoregressive model	14
Image stitching by disparity-guided multi-plane alignment	14
The infinite race between steganography and steganalysis in images	14
Fast sampling for linear inverse problems of vectors and tensors using multilinear extensions	13
Generalized sampling of graph signals with the prior information based on graph fractional Fourier transform	13
Robust diffusion LMS with masked measurements	13
Multimodal image fusion via coupled feature learning	13
Joint Angle and Gain-Phase Error Estimation for Nested Bistatic MIMO Radar via Tensor Decomposition	13
A statistical frequency-chirprate extractor for mode retrieval with crossover instantaneous frequencies	13
Robust double-weighted guided image filtering	13
A Gaussian mixture filter with adaptive refinement for nonlinear state estimation	13
Data-driven fault detection framework for wheel speed sensor in Heavy Road Vehicles	13
Geometric Optimization of Distributed MIMO Radar System for Accurate Localization in Multiple Key Subareas	13
3D multi-object tracking with boosting data association and improved trajectory management mechanism	13
A new and effective nonparametric variable step-size normalized least-mean-square algorithm and its performance analysis	13
Spectrally compatible barrage jamming signal synthesis under moment constraints	13
Nonlinear Spline Adaptive Filters based on a Low Rank Approximation	13
Space time adaptive processing for airborne MIMO radar based on space time sampling matrix	13
Separable and high-capacity reversible data hiding for encrypted 3D mesh models based on dual multi-MSB predictions	13