Digital Signal Processing

Article	Citations
The diffusion least mean square algorithm with variable q-gradient	608
Multi-dimensional spatial pruning for remote sensing image scene classification	201
An enhanced network with parallel graph node diffusion and node similarity contrastive loss for hyperspectral image classification	95
A stationary Gaussian process-based radar detector in complex Gaussian colored noise	68
Graph linear canonical transform based on CM-CC-CM decomposition	60
Feedback sub-Nyquist sampling for ASK-LFM hybrid modulation signals	54
Efficient hardware implementations of trigonometric functions and their application to sine-based modified logistic map	51
Full-duplex relay non-orthogonal multiple access networks with short-packet communication: Block error rate and average achievable rate analysis	51
Implicit neural representation for image demosaicking	51
Illuminating the night: A light source-aware and exposure-balanced low-light enhancement approach for real nighttime scenes	49
A momentum-based stochastic fractional gradient optimizer with U-net model for brain tumor segmentation in MRI	48
COS-net: Bio-inspired color opponent and orientation selectivity network for edge detection	47
DADnet: A network pays attention to details and improve distinguishability for person re-identification	45
SSFD-Net: Shared-Specific Feature Disentanglement Network for Multimodal Biometric Recognition with Missing Modality	43
Strong scattering points-based joint detection and size estimation method for swarm targets	42
DS-Net: Dynamic spatiotemporal network for video salient object detection	42
DIPONet: Dual-information progressive optimization network for salient object detection	42
Fault diagnosis of high-speed rolling bearings based on multi-feature fusion fuzzy c-means	42
A fast deconvolution method for multiple sound source localization based on Hilbert curve	42
Efficient watermarking algorithm for digital audio/speech signal	41
Analysis of constant-Q filterbank based representations for speech emotion recognition	38
CNN Intelligent diagnosis method for bearing incipient faint faults based on adaptive stochastic resonance-wave peak cross correlation sliding sampling	38
A novel segmentation approach for work mode boundary detection in MFR pulse sequence	38
Multi-source off-grid DOA estimation using iterative phase offset correction in coarray domain	37
A variational level set model based on local-global function approximation for image segmentation	36

Efficient YOLOv8 algorithm for extreme small-scale object detection	36
Deep-feature-based asymmetrical background-aware correlation filter for object tracking	36
High-frequency distributed super nested arrays based on Hermitian Toeplitz matrix reconstruction	36
EmoFusionNet: A Unified Approach for Robust Speech Emotion Recognition	35
Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm	34
Recursive sliding DFT algorithms: A review	32
Distributed Bayesian vector estimation using noise-optimized low-resolution sensor observations	32
Local maximum multisynchrosqueezing transform and its application	32
Power constraint waveform design based on ADMM algorithm for MIMO radar transmit beampattern	31
Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm	31
A novel image deblocking approach within a graph framework	30
Synthetic sparse planar array design for two-dimensional DOA estimation	30
Reliability performance analysis for OTFS modulation based integrated sensing and communication	29
Introducing the Discrete Path Transform (DPT) and its applications in signal analysis, artefact removal, and spoken word recognition	28
Multiscale capsule networks with attention mechanisms based on domain-invariant properties for cross-domain lifetime prediction	28
Channel rearrangement multi-branch network for image super-resolution	28
Root high-order cumulant MUSIC	27
Minimum entropy distortionless response tensorial adaptive beamforming algorithm	27
Video super-resolution using a hierarchical recurrent multireceptive-field integration network	27
A novel robust IMM filter for jump Markov systems with heavy-tailed process and measurement noises	26
From coarse to fine: A two stage conditional generative adversarial network for single image rain removal	26
Bandit approach for unmanned aerial vehicle-centric low earth orbit satellite selection	26
Efficient real-valued DOA estimation based on the trigonometry multiple angles transformation in monostatic MIMO radar	26
Joint multi-Gaussian mixture model and its application to multi-model multi-bernoulli filter	26
FGMNet: Feature grouping mechanism network for RGB-D indoor scene semantic segmentation	26
Tensor robust principal component analysis via dual l quasi-norm sparse constraints	26
PHISS: Progressive and hierarchical image segmentation-sharing scheme	26
Kernel-based fuzzy local information clustering algorithm self-integrating non-local information	25
Prediction of motion sickness degree of stereoscopic panoramic videos based on content perception and binocular characteristics	24
Fast and unbiased estimation of volume under the ordered multi-class ROC hyper-surface with continuous measurements	24
An adaptive algorithm for sampling over diffusion networks with dynamic parameter tuning and change detection mechanisms	24
Noncoherent space-time coding for correlated massive MIMO channel with Riemannian distance	24
Hyperbolic tangent penalty function for edge-preserving image filtering	24
Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction	23
Bridging the cross-modal gap using adversarial training for speech-to-text translation	23
A new nonconvex relaxation approach for low tubal rank tensor recovery	22
A robust kernel-based fuzzy local neighborhood clustering with quadratic polynomial-center clusters	22
DeepTIS: Improved translation initiation site prediction in genomic sequence via a two-stage deep learning model	22
Performance analysis of Radar detection for fluctuating targets based on coherent demodulation	22
A linearly constrained framework for the analysis of the deficient length least-mean square algorithm	22
Intelligent estimation: A review of theory, applications, and recent advances	22
A secure fractal compression scheme based on irregular Latin square, Julia and 2D-FCICM	22
Structural pixel-wise target attention for robust object tracking	22
Elastic reweighted sparsity regularized sparse unmixing for hyperspectral image analysis	22
IGGCN: Individual-guided graph convolution network for pedestrian trajectory prediction	21
An enhanced domain generalization method for object detection based on text guided feature disentanglement	21
Adaptive graph regularized transferable regression for facial expression recognition	20
A sequential constraint relaxation framework to design phase-coded sequences for radar systems	20
Automatic assessment of student rhythmic pattern imitation performances	20
Anti-occlusion tracker for infrared ground targets based on improved trajectory prediction network	20

Robust discriminant analysis with feature selective projection and between-classes structural incoherence	20
Linear sequential filtering based on the debiased measurement matrix of the converted pseudo measurement for radar target tracking	20
Reduced complexity mutiple-target angle-Doppler-range estimation using space-time cascaded monopulse processing	20
Peak sidelobe level suppression via reconfigurable element pattern selection for beam scanning linear array antenna	19
When FrFT meets quadratic frequency modulation functions—A novel tool for nonstationary signals and time-varying systems	19
Polynomial Adaptive Synchrosqueezing Fourier Transform: A method to optimize multiresolution	19
High-order dilated nested arrays with increased degrees of freedom and reduced mutual coupling	19
Automatic reconstruction of radar pulse repetition pattern based on model learning	19
Fast real-valued tensor decomposition framework for parameter estimation in FDA-MIMO radar	19
Persymmetric design of jointly detection and bearing estimation for a 2D array radar in training demanding scenarios	19
Bayesian detection for distributed target with limited training data	19
Detection algorithm for dense small objects in high altitude image	19
Differential privacy Kalman filtering for graphical dynamic systems: Performance improvement and privacy calibration	19
Joint resource and trajectory optimization for secure UAV-based two-way relay system	19
Construction of type-II ZCCS for the MC-CDMA system with low PMEPR	18
Joint range and velocity super-resolution estimation with Doppler effects for innovative OFDM-based RFA RadCom system	18
OTFS narrowband interference suppression based on energy concentration	18
Effect of reconstruction error in subtractive dither structure	18
Principles of fractional signal processing	18
CBHQD: A channel state information-based passive line-of-sight human queue detection	18
DRANet: A semantic segmentation network for Chinese landscape paintings	18
Improved moving scheme for coprime arrays in direction of arrival estimation	18
Design and performance validation of CWT-MCA based interference mitigation for automotive radars	18
WLB-DSCA method for strictly non-circular signals in coprime array	17
Multi-modal signal adaptive time-reassigned multisynchrosqueezing transform of mechanism	17
DOA estimation and signal sorting methods of multi-baseline polarized interferometer	17
A novel FOTD-FRSET for optimization TFF analysis under impulsive noise	17
Combining key pronunciation detection, frontal lip reconstruction, and time-delay for audio-visual consistency judgment	17
Low-rank multilinear filtering	17
Exploring bounded component analysis using an ℓ∞ norm criterion	17
Multitask diffusion adaptation over hyper-networks	17
Optical information processing: A historical overview	16
A low-complexity DOA estimation algorithm using UAMP with Bernoulli-Gaussian prior	16
Multi-branch-feature fusion super-resolution network	16
DOA estimation in beamspace for monostatic MIMO radar utilizing real polynomial rooting	16
Time domain speech enhancement with CNN and time-attention transformer	16
Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter	16
Nonlinear distributed state estimation on the Stiefel manifold using diffusion particle filters	16
YOLO-EPF: Multi-scale smoke detection with enhanced pool former and multiple receptive fields	16
A new design scheme of two-channel graph filter bank	16
Zoom discrete spectral correlation function, with application to cyclostationary signal detection	15
Uncertainty principles for the short-time linear canonical transform of complex signals	15
Age of information in molecular communication channels	15
Perceptual contrast and residual self-attention generative adversarial network-based for highly under-sampled MRI reconstruction	15
Efficient DOA-polarization estimation for 2-D mirrored array based on the hybrid aperture expansion	15
Target exaggeration for deep learning-based speech enhancement	15
Letter from the Editor	15
Editorial Board	15
A combination of adaptive filters based on competitive learning principles	15
Editorial Board	15
GLRT-based detection in bistatic sonar under strong direct blast with multipath propagation	15
Low complexity receiver design for time-varying Poisson molecular communication channels with memory	15
On the improvements of successive cancellation Creeper decoding for polar codes	15
A modified deep learning based MIMO communication for integrated sensing, communication and computing systems	15
Enhancing robustness of zero resource children's speech recognition system through bispectrum based front-end acoustic features	15
Passive localization of wideband near-field sources using Sparse Bayesian learning and envelope alignment	15
Strong homogeneous clutter and random target scattering analysis for closed-form Cramer Rao bound and optimal power allocations in MIMO radars	14
An efficient interference steering matrix estimation scheme for weight vector correction	14
Adaptive rate image compressive sensing based on the hybrid sparsity estimation model	14
Pseudo-spectrum-based multi-sensor multi-frame detection in mixed coordinates	14
Interference alignment solution with low complexity based on ring-typed chain design	14
An alternating least-squares algorithm for approximate joint diagonalization of Hermitian matrices	14
Class token and knowledge distillation for multi-head self-attention speaker verification systems	14
Estimation of partially occluded 2D human joints with a Bayesian approach	14
An improved range-interpolation-free PFA for bistatic synthetic aperture radar based on the principle of chirp scaling	14
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition	14
Novel windowed linear canonical transform: Definition, properties and application	14
DISNet: A sequential learning framework to handle occlusion in human action recognition with video acquisition sensors	14
Modulation and demodulation with quadrature square waves as carriers to improve spectrum utilization	14
Dual attention per-pixel filter network for spatially varying image deblurring	14
Subspace-based higher-order compressive sensing algorithm for raypath separation in a shallow-water waveguide	14
Interrupted-sampling repeater jamming suppression with one-dimensional semi-parametric signal decomposition	14
Spectrally and power efficient non-DC MIMO super-Nyquist m-CAP with linear pre- and DFE post-equalizer	14
Radar coherent integration algorithm for detection of complexly maneuvering target with extended velocity and acceleration scopes	13
An improved unscented Kalman filter for nonlinear systems with one-step randomly delayed measurement and unknown latency probability	13
2D DOA estimation by a large-space T-shaped array	13
2-cyclic splitting for mixed-valued least squares in engineering	13
Adaptive target detection for an FDA-MIMO radar in a mainlobe deceptive jamming and a partially homogeneous noise	13
More learning with less labeling for face recognition	13
A new multilayer graph model for speech signals with graph learning	13

One-bit mMIMO with defective RF chain over Ricean fading in beyond 5G networks	13
30th Anniversary Special Issue on Future Signal Processing	13
Multi-perspective feature collaborative perception learning network for non-destructive detection of pavement defects	13
Two-dimensional direction-of-arrival estimation method based on interpolation fitting for airborne conformal MIMO radar in a multipath environment	13
Less complexity-aware intelligent 1-dimensional CNN with weighted deep features for artifacts removal in EEG signals	13
Rigid-aware self-supervised GAN for camera ego-motion estimation	13
Double JPEG compression detection and localization based on convolutional auto-encoder for image content removal	13
Autofocusing and imaging algorithm for moving target by vortex electromagnetic wave radar	13
A low-light image enhancement model based on anisotropic weighted exponential local derivatives	13
A modified dispersed frequency and phase consensus algorithm based on differential evolution and credibility weighting matrix	13
A DCT probability histogram-based ROI features for content-based natural and medical image retrieval applications	13
EDN-YOLO: Multi-scale traffic sign detection method in complex scenes	12
SDDC-Net: A U-shaped deep spiking neural P convolutional network for retinal vessel segmentation	12
Generative attention based framework for implicit language change detection	12
Feasibility of retrieving effective reflector height using GNSS-IR from a single-frequency android smartphone SNR data	12
Image super-resolution reconstruction algorithm based on significant network connection-collaborative migration structure	12
Editorial Board	12
A low-complexity ADMM-based secure beamforming for IRS-assisted uplink cognitive radio networks with NOMA	12
Jellyfish detection algorithm based on multi-gradient flow feature fusion	12
Segmentation of butterflies from complex agro-ecological images using quantum mechanics and spatial refinement	12
Disentangled feature fusion network for lightweight image super-resolution	12
Joint optimization of hybrid beamforming and reflection coefficients for secure XL-RIS aided SWIPT system	12
Optimized histogram computation model using cuckoo search for color image contrast distortion	12
Time-frequency readability enhancement of compact support kernel-based distributions using image post-processing: Application to instantaneous frequency estimation of M-ary frequency shift keying sign	12
Fuzzy based self-similarity weight estimation in non-local means for gray-scale image de-noising	12
Review of signal processing applications of Pyroelectric Infrared (PIR) sensors with a focus on respiration rate and heart rate detection	12
Adaptive filtering for microelectromechanical inertial sensors using empirical mode decomposition, Hausdorff distance and fractional Gaussian noise modeling	12
A cross-scale mixed attention network for smoke segmentation	12
Fully extracting feature correlation between and within stages for semantic segmentation	12
Eigenstructure methods for DOA estimation of circular acoustic vector sensor array with axial angle bias in nonuniform noise	12
A lightweight feature activation guided multi-receptive field attention network for light compensation	12
Multi-sensor multi-target tracking with generalized labeled multi-Bernoulli filter based on track-before-detect observation model using Gaussian belief propagation	12
OSTM-NET: Joint scale variation and occlusion handling deep network for real-time vehicle counting and volume estimation	12
Edge-Constraint based Multi-Scale Contrastive Learning for Image Deep Clustering	12
Visually meaningful cipher data concealment	11
CUDU-Net: Collaborative up-sampling decoder U-Net for leaf vein segmentation	11
Continuous-time autoregressive models excited by semi-Lévy process for cyclostationary signal analysis	11
Video foreground and background separation via Gaussian scale mixture and generalized nuclear norm based robust principal component analysis	11
Noise-aware network with shared channel-attention encoder and joint constraint for noisy speech separation	11
A wafer surface defect detection method built on generic object detection network	11
Enhanced compressed sensing autofocus for high-resolution airborne synthetic aperture radar	11
Blind identification of convolutional codes based on deep learning	11
On the transmission performance of DS-CDMA-based drone swarm	11
Disambiguation of measurements for multiple acoustic source localization using deep multi-dimensional assignments	11
Improving detection performance in DFRC systems using symbol-level precoding and IRS with continuous phase shifters	11
Bayesian inference for amplitude distribution with application to radar clutter	11
Deep importance sampling based on regression for model inversion and emulation	11
A nonconvex hybrid regularization model for restoring blurred images with mixed noises	11
Interpretable ADMM-CSNet for interrupted sampling repeater jamming suppression	11
Deep residual learning-based cognitive model for detection and classification of transmitted signal patterns in 5G smart city networks	11
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis	11
Beampattern synthesis and spectral compatibility based MIMO radar waveform design	11
Synthesis of sparse linear array using IFT-inflating deflating exploration algorithm	11
Multi-difference beams adaptive iterative monopulse estimation method for airborne radar	11
Infrared and visible image fusion based on tight frame learning via VGG19 network	11
Adaptive synchrosqueezing wavelet transform for real-time applications	11
A new CNN training approach with application to hyperspectral image classification	11
Direct transmit waveform design to match a desired beampattern under the constant modulus constraint	11
Secrecy performance of D2D assisted cooperative uplink NOMA system with optimal power allocation strategy	11
RS-YOLO: An efficient object detection algorithm for road scenes	11
Editorial Board	11
Semi-supervised portrait matting using transformer	11
Ingredient-guided multi-modal interaction and refinement network for RGB-D food nutrition assessment	11
Security analysis and improvement of DWFCAT	11
Low-light image enhancement based on sharpening-smoothing image filter	11
2qth-Order cumulants based virtual array of a single acoustic vector sensor	11
Hierarchical mining with complex networks for music genre classification	10
Joint tracking and classification of multiple extended targets via the PHD filter and star-convex RHM	10
Diffusion bias-compensated recursive maximum correntropy criterion algorithm with noisy input	10
Editorial Board	10
Reversible data hiding in JPEG images based on improved frequency selection and mapping strategy	10
FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation	10
Multivariate complex modulation model decomposition and its application to gear fault diagnosis	10
SAR images change detection using proposed lamina attention-based noise-resistant UNet advance network (LANRUNet++)	10
Subspace-based distributed target detection in compound-Gaussian clutter	10
Nonlinear difference subspace method of motor imagery EEG classification in brain-computer interface	10
Design of variable fractional delay FIR filter using the high-order derivative sampling method	10
A sea clutter suppression algorithm for over-the-horizon radar based on dictionary learning and subspace estimation	10
A multi-rate sensor fusion and multi-task learning network for concurrent fault diagnosis of hydraulic systems	10
Underwater DOA estimation based on cross-correlation domain for relocating improved nested array	10
A novel beamforming technique using mmWave antenna arrays for 5G wireless communication networks	10
Analysis of general weights in weighted ℓ1−2 minimization through applications	10
Efficient range migration algorithm for near-field MIMO array imaging	10
MTD precise jamming technology based on intra-pulse and inter-pulse frequency-phase joint modulation	10
Adaptive quaternion multivariate local characteristic-scale decomposition and its application to gear fault diagnosis	10
Synthetic Augmented L-shaped Array design and 2D Cramér-Rao bound analysis based on Vertical-Horizontal Moving Scheme	10
Altitude constrained source localization using TDOA, FDOA and differential Doppler rate	10
Cramer-Rao lower bounds of target positioning estimate in netted radar system	10
A method for extracting micro-motion features of rotor targets based on GS-IRadon algorithm	10
A novel Bayesian image despeckling method using 2D CGARCH-M model in 2D dost framework	10
Enhanced-YOLOv8: A new small target detection model	10
Proportional fairness secrecy beamforming for massive MIMO-SWIPT systems with low-resolution ADCs	10
A novel approach for squint InISAR imaging with dual-antenna configuration	10
Energy-efficient adaptive virtual-MIMO transmissions for LoRa uplink systems	10
Enhancing Hopfield network performance for pattern retrieval using sparse recovery algorithm and Parzen estimator	10