IEEE Signal Processing Magazine

Article	Citations
Calendar [Dates Ahead]	317
Intelligent Signal Processing for Affective Computing [From the Guest Editors]	260
Call For Papers 75 Anniversary of Signal Processing Society Special Issue	163
Socially Intelligent Networks: A framework for decision making over graphs	131
Special Issue on Near-Field Signal Processing: Communications, Sensing, and Imaging	119
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]	119
SPS Join Now	117
IEEE Foundation filler	99
Scientific Integrity: A Duty for Researchers [From the Editor]	90
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives	89
Front Cover	85
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications	85
Front Cover	82
Table of Contents	79
The Monte-Carlo Sampling Approach to Model Selection: A Primer [Lecture Notes]	78
Table of Contents	76
In Memoriam: H. Joel Trussell [In Memoriam]	76
SPS Resource	75
From Orthogonal Time–Frequency Space to Affine Frequency-Division Multiplexing: A comparative study of next-generation waveforms for integrated sensing and communications in doubly dispersive channels	71
Deep Internal Learning: Deep learning from a single input	70
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective	66
Signal Processing Society Resource Center	65
Applying Signal Processing to Opposite Sides of Imaging: Separate European research projects are focusing on aspects of completely real and entirely fake images [Special Reports]	60
Sketching Data Sets for Large-Scale Learning: Keeping only what you need	58
Table of Contents	57

Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities	57
ICASSP 2023	54
Announcing the New Editor-in-Chief of IEEE Transactions on Multimedia: Yonggang Wen [Society News]	52
A Trick for Designing Composite Filters With Sharp Transition Bands and Highly Suppressed Stopbands [Tips & Tricks]	49
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works	46
Table of Contents	45
Signal Processing Social Media	44
Front Cover	43
Masthead	39
In Memoriam: Enders Anthony Robinson [In Memoriam]	38
From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]	36
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology	34
Deep Learning for Object Detection in Materials-Science Images: A tutorial	33
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews	32
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs	31
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions	31
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges	30
In Memoriam: Allen Gorin [In Memoriam]	29
2022 Index IEEE Signal Processing Magazine Vol. 39	27
Memories From a Historic, Hybrid, Distributed ICASSP [President’s Message]	24
Table of Contents [Table of Contents]	23
IEEE Open Journal of the Signal Processing	22
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]	21
ℓ 2 and ℓ 1 Trend Filtering: A Kalman Filter Approach [Lecture Notes]	20
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques	19
Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years	19
Information Forensics and Security: A quarter-century-long journey	18
Reflections on the Poland Chapter Celebration [President’s Message]	18
Deep Learning for Mobile Mental Health: Challenges and recent advances	18
Empowering the Growth of Signal Processing: The evolution of the IEEE Signal Processing Society	18
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers	17
2022 IEEE Signal Processing Society 2022 Election Results for Members-at-Large and Regional Directors-at-Large [Society News]	16
ICIP 2022 Bordeaux, France [Call for papers]	16
Masthead	16
IEEE Signal Processing Society 75th Anniversary	16
Signal Processing for Advanced Materials [From the Guest Editors]	15
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]	15
Simplifying Zero Rotations in Cascaded Integrator-Comb Decimators [Tips & Tricks]	15
Incipit [President’s Message]	14
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]	13
Tricks for Designing a Cascade of Infinite Impulse Response Filters With an Almost Linear Phase Response [Tips & Tricks]	13
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing	13
2023 IEEE Signal Processing Society Awards [Society News]	13
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An overview	11
Twenty-Five Years of Sensor Array and Multichannel Signal Processing: A review of progress to date and potential research directions	11
IEEE Connecting	11
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications	11
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing	10
IEEE Membership	10
SPS Resource Center	10

Three More Decades in Array Signal Processing Research: An optimization and structure exploitation perspective	10
Join SPS	10
Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]	9
Front Cover	9
Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts	9
Signal Processing Society Resource Center	9
Index Modulation for Integrated Sensing and Communications: A signal processing perspective	9
Calendar [Dates Ahead]	9
Polynomial Eigenvalue Decomposition for Multichannel Broadband Signal Processing: A mathematical technique offering new insights and solutions	8
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions	8
Seventy Years of Radar and Communications: The road from separation to integration	7
Reaching Out to Members in the Middle East and India [President’s Message]	7
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]	7
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques	7
Deep Learning in Biological Image and Signal Processing [From the Guest Editors]	7
Neural Target Speech Extraction: An overview	6
Wideband Near-Field Integrated Sensing and Communications: A hybrid precoding perspective	6
Kalman Filtering in Non-Gaussian Model Errors: A New Perspective [Tips & Tricks]	6
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey	6
Table of Contents	6
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes]	6
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering	6
Table of Contents	5
Physics-Guided Terahertz Computational Imaging: A tutorial on state-of-the-art techniques	5
Correction	5
Signal Processing Society Social Media	5
Smart Home Technologies Are Saving Money and Lives: Reaching out in new directions, signal processing-supported smart technologies are rapidly changing—and improving—everyday life [Special R	5
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective	5
The SONICOM Project: Artificial Intelligence-Driven Immersive Audio, From Personalization to Modeling [Applications Corner]	5
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]	5
Masthead	5
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]	5
Table of Contents	5
Periodograms and the Method of Averaged Periodograms [Lecture Notes]	5
Super-Resolving a Frequency Band [Tips & Tricks]	5
New Society Officers Elected and Editor-in-Chief Named [Society News]	5
Calendar [Dates Ahead]	5
Masthead	4
An Invitation to Hypercomplex Phase Retrieval: Theory and applications	4
A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices	4
Calendar [Dates Ahead]	4
Open Journal of Signal Processing	4
A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]	4
SPS Social Media	4
SPS Technical Committee	4
Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution	4
SPS Scholarship 2025	4
IEEE Open Journal of Signal Processing	4
Special Issue on Model-based and Data-Driven Audio Signal Processing	3
Lensless X-Ray Nanoimaging: Revolutions and opportunities	3
Signal Processing Supports Robotic Innovation: Robots are on a roll as new designs and capabilities open the door to fresh applications [Special Reports]	3
Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]	3
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]	3
Front Cover	3
Front Cover	3
Masthead	3
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform	3
Exploring Frontiers of Polar-Domain Codebooks for Near-Field Channel Estimation and Beam Training: A comprehensive analysis, case studies, and implications for 6G	3
TECH RXIV: Share Your Preprint Research with the World!	3
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines	3
Artificial Intelligence, Machine Learning, and Signal Processing: Researchers are using artificial intelligence, machine learning, and signal processing to build powerful three-level platforms to help	3
New Society officers elected [Society News]	3
Ethical and Ecological Issues in Signal Processing [From the Editor]	3
Chapter of the Year and New IEEE Fellows	3
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework	3
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]	3
SPS Announces the 2023 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	3
Networked Signal and Information Processing: Learning by multiagent systems	3
IEEE Feedback	3
Interpretability, Reproducibility, and Replicability [From the Guest Editors]	2
IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]	2
IEEE Feedback	2
IEEE What+ If	2
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities	2
Interpreting Brain Biomarkers: Challenges and solutions in interpreting machine learning-based predictive neuroimaging	2
Masthead	2
Masthead	2
Implementing Moving Average Filters Using Recursion [Tips & Tricks]	2
IEEE Connects	2
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]	2

Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]	2
Stepping Out of Our “Cultural Ghettoes” [President’s Message]	2
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition	2
SPS Social Media	2
IEEE App	2
Table of Contents	2
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals	2
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation	2
Masthead	2
Today’s Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]	1
IEEE Moving	1
Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications	1
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]	1
Calendar [Dates Ahead]	1
Think Outside the Box! [From the Editor]	1
New Society Editors-in-Chief Named for 2022 [Society News]	1
The Markov Random Field in Materials Applications: A synoptic view for signal processing and materials readers	1
A Guide to Computational Reproducibility in Signal Processing and Machine Learning [Tips & Tricks]	1
[Front cover]	1
2023 Index IEEE Signal Processing Magazine Vol. 40	1
SPS Announces the 2024 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	1
More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]	1
SPS Resource Center	1
SPS Social Media	1
Diffusion Models for Audio Restoration: A review	1
Masthead	1
IEEE App	1
Bayes’ Rule Using Imprecise Probabilities [Lecture Notes]	1
Calendar [Dates Ahead]	1
2024 Index IEEE Signal Processing Magazine Vol. 41	1
IEEE Signal Processing Social	1
The IEEE Signal Processing Society Needs Your Talent—Become an SPS Volunteer [President’s Message]	1
IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years	1
Looking Back on My First Year as Editor-in-Chief and Reflecting on the Challenges Ahead	1
SPS Resource Center	1
Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable propagation, channel hardening, and rank deficiency [Lecture Notes]	1
Masthead	0
Call for Papers: Special Issue on The Mathematics of Deep Learning	0
Table of Contents	0
IEEE Feedback	0
Google	0
Boston Chapter Receives the 2022 Chapter of the Year Award! [Society News]	0
IEEE Signal Processing Student filler	0
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks	0
Calendar [Dates Ahead]	0
New Society Editors-in-Chief Named for 2024 [Society News]	0
Masthead	0
IEEE Signal Processing SM filler	0
Twenty-Five Years of Evolution in Speech and Language Processing	0
Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor]	0
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application	0
Near-Field Signal Processing: Unleashing the power of proximity	0
Calendar [Dates Ahead]	0
Deep Learning Meets Sparse Regularization: A signal processing perspective	0
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning	0
2021 IEEE Signal Processing Society Awards [Society News]	0
On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview	0
ICIP 2024	0
2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]	0
Calendar [Dates Ahead]	0
IEEE Signal Processing Society 75th Anniversary	0
Beginning a Special Year for Our Society [From the Editor]	0
Masthead	0
Front Cover	0
Table of Contents	0
Front Cover	0
IEEE SPS 2023 President-Elect, Members-at-Large, and Regional Directors-at-Large Election Results [Society News]	0
Technical Committee Workshop CFP	0
SPS Social Media	0
Data Science Education: The Signal Processing Perspective [SP Education]	0
Front Cover	0
Kerala Chapter Receives the 2023 Chapter of the Year Award! [Society News]	0
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results	0
Trusting in the Sciences Requires Explainability [From the Editor]	0
Starting the Ethics Discussion in Our Community [President’s Message]	0
Toward Creating an Inclusive SPS Community [President’s Message]	0
2021 Index IEEE Signal Processing Magazine Vol. 38	0
SPS Announces the 2022 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]	0
How the 1969 IEEE Convention and Exhibition Changed My Life Forever: The story of how a single IEEE event attracted over 60,000 people and gave one young man a lifelong career	0
IEEE App	0
Masthead	0
Audio-Based Musical Version Identification: Elements and challenges	0
Call for Papers: ICIP 2023	0
SPS Resource Center	0
Fire, Water, and Signal Processing: Researchers are turning to signal processing to help them address challenges posed by two of the planet’s fundamental forces [Special Reports]	0
Synthesis of Fast-Decaying Window Functions [Lecture Notes]	0
IEEE Connecting	0
Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective	0
SPM Is Your Magazine—You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]	0
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee	0
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges	0
Introducing the New Area Editors for SPM [Society News]	0
The Cramér–Rao Bound for Signal Parameter Estimation From Quantized Data [Lecture Notes]	0
Masthead	0
Fast and Accurate Linear Fitting for an Incompletely Sampled Gaussian Function With a Long Tail [Tips & Tricks]	0