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IEEE Signal Processing Magazine, Volume 41
Volume 41, Number 1, January 2024
- Tülay Adali:

An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]. 3-6 - Min Wu

:
Learning From the Hidden Letters [President's Message]. 7-8 - José M. F. Moura

:
Signal Processing at 75: More Dynamic and Pervasive Than Ever [Perspectives]. 22-24 - Ana I. Pérez-Neira

:
Going for Sustainable Conferences [Perspectives]. 25-30 - K. J. Ray Liu, Beibei Wang

:
Statistical Principles of Time Reversal [Perspectives]. 31-37 - Yihua Zhang

, Prashant Khanduri
, Ioannis C. Tsaknakis
, Yuguang Yao
, Mingyi Hong
, Sijia Liu
:
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning. 38-59 - Gaetano Valenza

, Mariano Alcañiz
, Vladimir Carli
, Gabriela Dudnik, Claudio Gentili
, Jaime Guixeres Provinciale, Simone Rossi
, Nicola Toschi
, Virginie van Wassenhove
:
The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]. 60-66 - Branko Ristic

, Alessio Benavoli
, Sanjeev Arulampalam
:
Bayes' Rule Using Imprecise Probabilities [Lecture Notes]. 67-71 - ZhenZhou Wang

:
A Tutorial on Single-Shot 3D Surface Imaging Techniques [Lecture Notes]. 71-92 - Sin-Wei Chiu

, Keshab K. Parhi
:
Long Polynomial Modular Multiplication Using Low-Complexity Number Theoretic Transform [Lecture Notes]. 92-102
Volume 41, Number 2, March 2024
- Tülay Adali

:
Today's Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]. 3-5 - Richard J. Radke

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A Signal Processor Teaches Generative Artificial Intelligence [SP Education]. 6-10 - Nektarios A. Valous

, Eckhard Hitzer
, Salvatore Vitabile
, Swanhild Bernstein, Carlile Lavor
, Derek Abbott
, Maria Elena Luna-Elizarrarás, Wilder Bezerra Lopes:
Hypercomplex Signal and Image Processing: Part 1 [From the Guest Editors]. 11-13 - Alfredo Alcayde

, Jorge Ventura Gil
, Francisco G. Montoya
:
Hypercomplex Techniques in Signal and Image Processing Using Network Graph Theory: Identifying core research directions [Hypercomplex Signal and Image Processing]. 14-28 - Breno Bahia

, Arash JafarGandomi, Mauricio D. Sacchi
:
Hypercomplex Processing of Vector Field Seismic Data: Toward vector-valued signal processing [Hypercomplex Signal and Image Processing]. 29-41 - Michel Berthier

, Nicoletta Prencipe
, Edoardo Provenzi
:
Split-Quaternions for Perceptual White Balance: A quantum information-based chromatic adaptation transform [Hypercomplex Signal and Image Processing]. 42-50 - Neil D. Dizon

, Jeffrey A. Hogan
:
Holistic Processing of Color Images Using Novel Quaternion-Valued Wavelets on the Plane: A promising transformative tool [Hypercomplex Signal and Image Processing]. 51-63 - Artyom M. Grigoryan

, Sos S. Agaian
:
Quaternion-Based Arithmetic in Quantum Information Processing: A promising approach for efficient color quantum imaging [Hypercomplex Signal and Image Processing]. 64-74 - Guillermo Altamirano-Escobedo

, Eduardo Bayro-Corrochano
:
Geometric Algebra Quantum Convolutional Neural Network: A model using geometric (Clifford) algebras and quantum computing [Hypercomplex Signal and Image Processing]. 75-85 - Wenyuan Wang

, Kutluyil Dogançay
:
Widely Linear Adaptive Filtering Based on Clifford Geometric Algebra: A unified framework [Hypercomplex Signal and Image Processing]. 86-101
Volume 41, Number 3, May 2024
- Tülay Adali

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Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]. 3-5 - Hanseok Ko

, Monson Hayes
, John H. L. Hansen
:
Meeting the Challenges of a Growing ICASSP: Highlights from ICASSP 2024 [Conference Highlights]. 6-14 - Nektarios A. Valous

, Eckhard Hitzer
, Salvatore Vitabile
, Swanhild Bernstein
, Carlile Lavor
, Derek Abbott
, Maria Elena Luna-Elizarrarás, Wilder Bezerra Lopes:
Hypercomplex Signal and Image Processing: Part 2 [From the Guest Editors]. 18-20 - Roman Jacome

, Kumar Vijay Mishra
, Brian M. Sadler
, Henry Arguello
:
An Invitation to Hypercomplex Phase Retrieval: Theory and applications [Hypercomplex Signal and Image Processing]. 22-32 - Zhaoyuan Yu

, Dongshuang Li, Pei Du
, Wen Luo
, Kit Ian Kou
, Uzair Aslam Bhatti
, Werner Benger
, Guonian Lv, Linwang Yuan
:
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application [Hypercomplex Signal and Image Processing]. 33-48 - Marcos Eduardo Valle

:
Understanding Vector-Valued Neural Networks and Their Relationship With Real and Hypercomplex-Valued Neural Networks: Incorporating intercorrelation between features into neural networks [Hypercomplex Signal and Image Processing]. 49-58 - Danilo Comminiello

, Eleonora Grassucci
, Danilo P. Mandic
, Aurelio Uncini
:
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]. 59-71 - Clive Cheong Took

, Sayed Pouria Talebi
, Rosa M. Fernández-Alcalá
, Danilo P. Mandic
:
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]. 72-87 - Akira Hirose

, Fang Shang
, Yuta Otsuka
, Ryo Natsuaki
, Yuya Matsumoto
, Naoto Usami
, Yicheng Song
, Haotian Chen
:
Quaternion Neural Networks: A physics-incorporated intelligence framework [Hypercomplex Signal and Image Processing]. 88-100 - Alabi Bojesomo

, Panos Liatsis
, Hasan Al-Marzouqi
:
Deep Hypercomplex Networks for Spatiotemporal Data Processing: Parameter efficiency and superior performance [Hypercomplex Signal and Image Processing]. 101-112
Volume 41, Number 4, July 2024
- Tülay Adali

:
Interdisciplinarity: The Clear Path Forward [From the Editor]. 3-4 - Kostas N. Plataniotis

:
Incipit [President's Message]. 5-6 - Liming Xiu

:
From Space-Central to Space-Time Balanced: A Perspective for Moore's Law 2.0 and a Holistic Paradigm for Emergence [Perspectives]. 10-18 - Virginia Bordignon

, Vincenzo Matta
, Ali H. Sayed
:
Socially Intelligent Networks: A framework for decision making over graphs. 20-39 - Tom Tirer

, Raja Giryes
, Se Young Chun
, Yonina C. Eldar
:
Deep Internal Learning: Deep learning from a single input. 40-57 - Federico Chiariotti

, Pranav Mamidanna, Suraj Suman
, Cedomir Stefanovic
, Dario Farina
, Petar Popovski
, Strahinja Dosen
:
The Future of Bionic Limbs: The untapped synergy of signal processing, control, and wireless connectivity. 58-75 - Alan V. Oppenheim

, Ronald W. Schafer, James Ward
:
Efficient Deconvolution With the Discrete Fourier Transform. 76-83 - Zafar Rafii

, Erling Wold
, Richard Boulderstone:
How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration. 83-88 - José Antonio Apolinário

:
Fast Fourier Transform-Based Computation of Uniform Linear Array Beam Patterns [Tips & Tricks]. 90-95 - Ghassan AlRegib

, Mohit Prabhushankar
, Kiran Kokilepersaud
, Prithwijit Chowdhury, Zoe Fowler
, Stephanie Trejo Corona
, Lucas A. Thomaz
, Angshul Majumdar
:
Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition [SP Competitions]. 96-104 - Aggelos Bletsas

:
Honoring Prof. Sophocles J. Orfanidis [In Memoriam]. 106
Volume 41, Number 5, September 2024
- Konstantinos N. Plataniotis

:
The Executive Summary of Our Society's Strategic Plan [President's Message]. 3-4 - Nuria González-Prelcic

, Kumar Vijay Mishra, M. R. Bhavani Shankar, Henk Wymeersch, Athina P. Petropulu, Pu (Perry) Wang
:
Special Issue on Signal Processing for the Integrated Sensing and Communication Revolution [From the Guest Editors]. 5-7 - Besma Smida

, George C. Alexandropoulos
, Taneli Riihonen
, Md Atiqul Islam:
In-Band Full-Duplex Multiple-Input Multiple-Output Systems for Simultaneous Communications and Sensing: Challenges, methods, and future perspectives [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 8-16 - Visa Koivunen

, Musa Furkan Keskin
, Henk Wymeersch
, Mikko Valkama
, Nuria González-Prelcic
:
Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 17-30 - Kai Wu

, Jacopo Pegoraro
, Francesca Meneghello
, J. Andrew Zhang
, Jesus Omar Lacruz
, Joerg Widmer
, Francesco Restuccia
, Michele Rossi
, Xiaojing Huang
, Daqing Zhang
, Giuseppe Caire
, Y. Jay Guo
:
Sensing in Bistatic ISAC Systems With Clock Asynchronism: A signal processing perspective [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 31-43 - Ahmet M. Elbir

, Abdulkadir Celik
, Ahmed M. Eltawil
, Moeness G. Amin
:
Index Modulation for Integrated Sensing and Communications: A signal processing perspective [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 44-55 - Francesco Verde

, Vincenzo Galdi
, Lei Zhang
, Tie Jun Cui
:
Integrating Sensing and Communications: Simultaneously Transmitting and Reflecting Digital Coding Metasurfaces: A successful convergence of physics and signal processsing [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 56-70 - Hyeon Seok Rou

, Giuseppe Thadeu Freitas de Abreu
, Junil Choi
, David González G.
, Marios Kountouris
, Yong Liang Guan
, Osvaldo Gonsa
:
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 [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 71-86 - Zaher Zak M. Kassas

, Mohammad Neinavaie
, Joe Khalife
, Shaghayegh Shahcheraghi
, Joe Saroufim
:
The Truth Is Out There: Cognitive sensing and opportunistic navigation with unknown terrestrial and nonterrestrial signals [Special Issue on Signal Processing for the Integrated Sensing and Communications Revolution]. 87-99 - Petre Stoica

, Prabhu Babu
, Neel Kanth Kundu
:
Quantum State Discrimination: A Tutorial on Basic Properties of the Optimal Measurement Matrices [Lecture Notes]. 100-110 - Ahmed Tewfik:

IEEE SPS 2024 Members-at-Large and Regional Directors-at-Large Election Results [Society News]. 111
Volume 41, Number 6, November 2024
- Tülay Adali

:
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]. 3-5 - Kostas N. Plataniotis

:
Our Fall Flagship Event: A Story of Past Accomplishments and Proposed Innovations [President's Message]. 6-7 - Sharon Gannot

, Walter Kellermann, Zbynek Koldovský, Shoko Araki, Gaël Richard:
Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]. 8-11 - Reinhold Häb-Umbach

, Tomohiro Nakatani
, Marc Delcroix
, Christoph Boeddeker
, Tsubasa Ochiai
:
Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 12-23 - Ernst Seidel

, Gerald Enzner
, Pejman Mowlaee
, Tim Fingscheidt
:
Neural Kalman Filters for Acoustic Echo Cancellation: Comparison of deep neural network-based extensions [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 24-38 - Xuankai Chang

, Shinji Watanabe
, Marc Delcroix
, Tsubasa Ochiai
, Wangyou Zhang
, Yanmin Qian
:
Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 39-50 - Gaël Richard

, Vincent Lostanlen
, Yi-Hsuan Yang, Meinard Müller
:
Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 51-59 - Shoichi Koyama

, Juliano G. C. Ribeiro
, Tomohiko Nakamura
, Natsuki Ueno
, Mirco Pezzoli
:
Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 60-71 - Jean-Marie Lemercier

, Julius Richter
, Simon Welker
, Eloi Moliner
, Vesa Välimäki
, Timo Gerkmann
:
Diffusion Models for Audio Restoration: A review [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 72-84 - Minje Kim

, Jan Skoglund
:
Neural Speech and Audio Coding: Modern AI technology meets traditional codecs [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. 85-93 - Zhe Sage Chen

, Xingyu Li:
Emerging Brain-to-Content Technologies From Generative AI and Deep Representation Learning [In the Spotlight]. 94-104

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