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    Journal: IEEE Signal Process. Mag.

    Volume 36, Issue 6

    3 -- 4Robert W. Heath Jr.. Organizing a Special Issue of IEEE SPM [From the Editor]
    5 -- 7Ali H. Sayed. "Guilty of the Good We Did Not Do" [President's Message]
    8 -- 11John Edwards. Medicine on the Move: Wearable devices supply health-care providers with the data and insights necessary to diagnose medical issues and create optimal treatment plans [Special Reports]
    12 -- 15Osvaldo Simeone, Bipin Rajendran, André Grüning, Evangelos Eleftheriou, Mike Davies, Sophie Deneve, Guang-Bin Huang. Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors]
    16 -- 28Giacomo Indiveri, Yulia Sandamirskaya. The Importance of Space and Time for Signal Processing in Neuromorphic Agents: The Challenge of Developing Low-Power, Autonomous Agents That Interact With the Environment
    29 -- 37Shih-Chii Liu, Bodo Rueckauer, Enea Ceolini, Adrian E. G. Huber, Tobias Delbrück. Event-Driven Sensing for Efficient Perception: Vision and audition algorithms
    38 -- 50Noyan Cem Sevüktekin, Lav R. Varshney, Pavan K. Hanumolu, Andrew C. Singer. Signal Processing Foundations for Time-Based Signal Representations: Neurobiological parallels to engineered systems designed for energy efficiency or hardware simplicity
    51 -- 63Emre O. Neftci, Hesham Mostafa, Friedemann Zenke. Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-based optimization to spiking neural networks
    64 -- 77Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning. An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
    78 -- 87Nicholas Soures, Dhireesha Kudithipudi. Spiking Reservoir Networks: Brain-inspired recurrent algorithms that use random, fixed synaptic strengths
    88 -- 96Cengiz Pehlevan, Dmitri B. Chklovskii. Neuroscience-Inspired Online Unsupervised Learning Algorithms: Artificial neural networks
    97 -- 110Bipin Rajendran, Abu Sebastian, Michael Schmuker, Narayan Srinivasa, Evangelos Eleftheriou. Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches
    111 -- 124Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Bjorn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden. Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques
    125 -- 163Muhammad Salman Khan, Millaray Curilem, Fernando Huenupán, Muhammad Farhan Khan, Néstor Becerra Yoma. A Signal Processing Perspective of Monitoring Active Volcanoes [Applications Corner]
    133 -- 145LJubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilia Kisil, Ervin Sejdic, Anthony G. Constantinides. Understanding the Basis of Graph Signal Processing via an Intuitive Example-Driven Approach [Lecture Notes]
    145 -- 152Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric. Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]
    153 -- 156Ming Zhang, Anxue Zhang. The Superposition Principle of Linear Time-Invariant Systems [Lecture Notes]
    157 -- 163Ibrahim Al-Nahhal, Octavia A. Dobre, Ertugrul Basar, Cecilia Moloney, Salama Ikki. A Fast, Accurate, and Separable Method for Fitting a Gaussian Function [Tips & Tricks]
    168 -- 167Mike Polley, Fa-Long Luo. The Industry Digital Signal Processing Technology Standing Committee [In the Spotlight]

    Volume 36, Issue 5

    3 -- 4Robert W. Heath Jr.. Making a Good Feature Article Submission [From the Editor]
    5 -- 7Ali H. Sayed. Losing Your Mind [President's Message]
    8 -- 15Rabab K. Ward. Election of President-Elect, Regional Directors-at-Large, and Members-at-Large [Society News]
    9 -- 11H. Vicky Zhao. Top Downloads in IEEE Xplore [Reader's Choice]
    12 -- 15John Edwards. Signal Processing on the Move: Research Leads to Innovations in Multiple Forms of Mobile Technologies [Special Reports]
    16 -- 18Maria S. Greco, Jian Li 0001, Teng Long, Abdelhak M. Zoubir. Advances in Radar Systems for Modern Civilian and Commercial Applications: Part 2 [From the Guest Editors]
    20 -- 31Igal Bilik, Oren Longman, Shahar Villeval, Joseph Tabrikian. The Rise of Radar for Autonomous Vehicles: Signal processing solutions and future research directions
    32 -- 44Gor Hakobyan, Bin Yang 0009. High-Performance Automotive Radar: A review of signal processing algorithms and modulation schemes
    45 -- 59Stephen Alland, Wayne E. Stark, Murtaza Ali, Manju V. Hegde. Interference in Automotive Radar Systems: Characteristics, mitigation techniques, and current and future research
    60 -- 70Michael Gerstmair, Alexander Melzer, Alexander Onic, Mario Huemer. On the Safe Road Toward Autonomous Driving: Phase noise monitoring in radar sensors for functional safety compliance
    71 -- 84Sergio Saponara, Maria Sabrina Greco, Fulvio Gini. Radar-on-Chip/in-Package in Autonomous Driving Vehicles and Intelligent Transport Systems: Opportunities and Challenges
    85 -- 99Le Zheng, Marco Lops, Yonina C. Eldar, Xiaodong Wang 0001. Radar and Communication Coexistence: An Overview: A Review of Recent Methods
    100 -- 114Kumar Vijay Mishra, M. R. Bhavani Shankar, Visa Koivunen, Björn E. Ottersten, Sergiy A. Vorobyov. Toward Millimeter-Wave Joint Radar Communications: A signal processing perspective
    115 -- 126Aboulnasr Hassanien, Moeness G. Amin, Elias Aboutanios, Braham Himed. Dual-Function Radar Communication Systems: A solution to the spectrum congestion problem
    127 -- 134Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo. Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]
    135 -- 147Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo. Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]
    138 -- 144Antoine Deleforge, Diego Di Carlo, Martin Strauss 0003, Romain Serizel, Lucio Marcenaro. Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]
    148 -- 147Carlo S. Regazzoni, Ioannis Pitas. Perspectives in Autonomous Systems Research [In the Spotlight]

    Volume 36, Issue 4

    3 -- 4Robert W. Heath. Feedback from the IEEE Signal Processing Magazine Board Meeting in 2019 [From the Editor]
    5 -- 7Ali H. Sayed. Informing the Misinformed [President's Message]
    10 -- 172John Edwards. Prosthetics' Signal Processing Connection: Sophisticated prosthetic controls allow amputees to engage more fully in everyday life [Special Reports]
    13 -- 15Maria S. Greco, Jian Li 0001, Teng Long, Abdelhak M. Zoubir. Advances in Radar Systems for Modern Civilian and Commercial Applications: Part 1 [From the Guest Editors]
    16 -- 28Sevgi Zubeyde Gurbuz, Moeness G. Amin. Radar-Based Human-Motion Recognition With Deep Learning: Promising applications for indoor monitoring
    29 -- 41Julien Le Kernec, Francesco Fioranelli, Chuanwei Ding, Heng Zhao, Li Sun, Hong Hong, Jordane Lorandel, Olivier Romain. Radar Signal Processing for Sensing in Assisted Living: The challenges associated with real-time implementation of emerging algorithms
    42 -- 52Andrei Anghel, Mihai-Liviu Tudose, Remus Cacoveanu, Mihai Datcu, Giovanni Nico, Olimpia Masci, Dongyang Ao, Weiming Tian, Cheng Hu 0001, Zegang Ding, Holger Nies, Otmar Loffeld, David Atencia, Samuel G. Huamán, Aleksander Medella, João Moreira. Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring
    53 -- 61Ilaria Catapano, Gianluca Gennarelli, Giovanni Ludeno, Francesco Soldovieri. Applying Ground-Penetrating Radar and Microwave Tomography Data Processing in Cultural Heritage: State of the art and future trends
    62 -- 73Michele Ambrosanio, Martina T. Bevacqua, Tommaso Isernia, Vito Pascazio. The Tomographic Approach to Ground-Penetrating Radar for Underground Exploration and Monitoring: A more user-friendly and unconventional method for subsurface investigation
    74 -- 84Meng Sun 0003, Jingjing Pan, Cédric Le Bastard, Yide Wang, Jianzhong Li. Advanced Signal Processing Methods for Ground-Penetrating Radar: Applications to civil engineering
    85 -- 97Marta Tecla Falconi, Frank S. Marzano. Weather Radar Data Processing and Atmospheric Applications: An overview of tools for monitoring clouds and detecting wind shear
    98 -- 111Girmi Schouten, Jan Steckel. Principles of Biological Echolocation Applied to Radar Sensing: Applying biomimetic sensors to achieve autonomous navigation
    112 -- 131Ana I. Pérez-Neira, Miguel Ángel Vázquez, M. R. Bhavani Shankar, Sina Maleki, Symeon Chatzinotas. Signal Processing for High-Throughput Satellites: Challenges in new interference-limited scenarios
    132 -- 160Parnian Afshar, Arash Mohammadi 0001, Konstantinos N. Plataniotis, Anastasia Oikonomou, Habib Benali. From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and opportunities
    161 -- 167Soo-Chang Pei, Kuo-Wei Chang. The Mystery Curve-Part 2: Local Symmetry and Frieze Groups [Lecture Notes]
    168 -- 172Raghavendra G. Kulkarni. Design of Windows for Efficient Spectral Resolution and Harmonic Suppression [Tips and Tricks]

    Volume 36, Issue 3

    3 -- 4Robert W. Heath Jr.. Going Toward 6G [From the Editor]
    6 -- 8Ali H. Sayed. People's Needs or People's Greed [President's Message]
    12 -- 15John Edwards. Signal Processing Advances Consumer Electronics: New Research Impacts and Improves the Way Users Interact With Mobile and Wearable Devices in Daily Life [Special Reports]
    16 -- 43Gonzalo Mateos, Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro. Connecting the Dots: Identifying Network Structure via Graph Signal Processing
    44 -- 63Xiaowen Dong, Dorina Thanou, Michael Rabbat, Pascal Frossard. Learning Graphs From Data: A Signal Representation Perspective
    64 -- 81Dimitris Manolakis 0001, Nicholas Bosowski, Vinay K. Ingle. Count Time-Series Analysis: A Signal Processing Perspective
    82 -- 102Pirathayini Srikantha, Deepa Kundur. Intelligent Signal Processing and Coordination for the Adaptive Smart Grid: An Overview of Data-Driven Grid Management
    103 -- 105Nikos Nikolaidis, Nikolaos V. Boulgouris, Lisimachos Paul Kondi, Christophoros Nikou, Konstantinos N. Plataniotis. Images of the Athenian Sun: Highlights From ICIP 2018 in Greece [Conference Highlights]
    106 -- 109Emil Björnson. Reproducible Research: Best Practices and Potential Misuse [Perspectives]
    110 -- 117Sithan Kanna, Ahmad Moniri, Yili Xia, Anthony G. Constantinides, Danilo P. Mandic. A Data Analytics Perspective of Power Grid Analysis-Part 2: Teaching Old Power Systems New Tricks [Lecture Notes]
    118 -- 123Euee S. Jang, Marius Preda, Khaled Mammou, Alexis M. Tourapis, Jungsun Kim, Danillo Bracco Graziosi, Sungryeul Rhyu, Madhukar Budagavi. Video-Based Point-Cloud-Compression Standard in MPEG: From Evidence Collection to Committee Draft [Standards in a Nutshell]
    126 -- 128Marta Mrak, Enrico Magli, Frédéric Dufaux. Spotlight on the Multimedia Signal Processing Technical Committee [In the Spotlight]
    127 -- 0Robert W. Heath Jr., Nuria González Prelcic. Machine-Learning Class [Humor]

    Volume 36, Issue 2

    3 -- 4Robert W. Heath Jr.. IEEE Signal Processing Magazine and University Rankings [From the Editor]
    5 -- 7Ali H. Sayed. Quantum Leaps [President's Message]
    13 -- 14Hong Zhao. Top Downloads in IEEE Xplore [Reader's Choice]
    15 -- 18John Edwards. Signal Processing Improves Autonomous Vehicle Navigation Accuracy: Guidance Innovations Promise Safer and More Reliable Autonomous Vehicle Operation [Special Reports]
    19 -- 21Athina P. Petropulu, Konstantinos I. Diamantaras, Zhu Han, Dusit Niyato, Saman A. Zonouz. Contactless Monitoring of Critical Infrastructure [From the Guest Editors]
    22 -- 35Yi Han, Ioannis Christoudis, Konstantinos I. Diamantaras, Saman A. Zonouz, Athina P. Petropulu. Side-Channel-Based Code-Execution Monitoring Systems: A Survey
    36 -- 48Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li. Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems
    49 -- 58Ronald A. Riley, James T. Graham, Ryan M. Fuller, Rusty O. Baldwin, Ashwin Fisher. A New Way to Detect Cyberattacks: Extracting Changes in Register Values From Radio-Frequency Side Channels
    59 -- 80Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma. Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications
    81 -- 100Rabia Tugce Yazicigil, Tanbir Haque, Peter R. Kinget, John Wright. Taking Compressive Sensing to the Hardware Level: Breaking Fundamental Radio-Frequency Hardware Performance Tradeoffs
    101 -- 109Cecilia Pasquini, Giulia Boato, Rainer Böhme. Teaching Digital Signal Processing With a Challenge on Image Forensics [SP Education]
    110 -- 116Danilo P. Mandic, Sithan Kanna, Yili Xia, Ahmad Moniri, Adrià Junyent-Ferré, Anthony G. Constantinides. A Data Analytics Perspective of Power Grid Analysis-Part 1: The Clarke and Related Transforms [Lecture Notes]
    117 -- 124Cagatay Candan. Properly Handling Complex Differentiation in Optimization and Approximation Problems: ICASSP Panel [Lecture Notes]
    125 -- 131Thomas A. Baran, Gene Frantz, Fernando A. Mujica, Mariappan S. Nadar, Brian M. Sadler, Yonina C. Eldar, Martin Haardt, Peter Willett 0001. An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum]
    135 -- 0Robert W. Heath Jr., Nuria González Prelcic. New Basic Function in Signal Processing [Humor]
    136 -- 134Sharon Gannot, Patrick A. Naylor. Highlights From the Audio and Acoustic Signal Processing Technical Committee [In the Spotlight]

    Volume 36, Issue 1

    3 -- 6Robert W. Heath. Vehicular Applications of Signal Processing [From the Editor]
    4 -- 6Ali H. Sayed. Dynamite, Electricity, and Nobel's World [President's Message]
    13 -- 16John Edwards. Growing Security and Privacy Threats Inspire New Approaches: Signal Processing Is Playing a Crucial Role in the Development of Next-Generation Protection Technologies [Special Reports]
    17 -- 19Meinard Müller, Bryan Pardo, Gautham J. Mysore, Vesa Välimäki. Recent Advances in Music Signal Processing [From the Guest Editors]
    20 -- 30Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert. Automatic Music Transcription: An Overview
    31 -- 40Estefanía Cano, Derry Fitzgerald, Antoine Liutkus, Mark D. Plumbley, Fabian-Robert Stöter. Musical Source Separation: An Introduction
    41 -- 51Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang. Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach
    52 -- 62Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer. Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies
    63 -- 73Zhiyao Duan, Slim Essid, Cynthia C. S. Liem, Gaël Richard, Gaurav Sharma 0001. Audiovisual Analysis of Music Performances: Overview of an Emerging Field
    74 -- 81Masataka Goto, Roger B. Dannenberg. Music Interfaces Based on Automatic Music Signal Analysis: New Ways to Create and Listen to Music
    82 -- 94Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang. An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music
    95 -- 102Karthika Vijayan, Haizhou Li 0001, Tomoki Toda. Speech-to-Singing Voice Conversion: The Challenges and Strategies for Improving Vocal Conversion Processes
    103 -- 114Balázs Bank, Juliette Chabassier. Model-Based Digital Pianos: From Physics to Sound Synthesis
    115 -- 127Waldo Nogueira, Anil M. Nagathil, Rainer Martin. Making Music More Accessible for Cochlear Implant Listeners: Recent Developments
    128 -- 137Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M. Bittner, Juan Pablo Bello. Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research
    138 -- 146Ervin Sejdic, Georgia A. Malandraki, James L. Coyle. Computational Deglutition: Using Signal- and Image-Processing Methods to Understand Swallowing and Associated Disorders [Life Sciences]
    147 -- 153Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina. Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner]
    154 -- 158Rodrigo Capobianco Guido. Paraconsistent Feature Engineering [Lecture Notes]
    159 -- 163Leonid Moroz, Volodymyr Samotyy. Efficient Floating-Point Division for Digital Signal Processing Application [Tips & Tricks]
    164 -- 173Arash Mohammadi 0001, Parnian Afshar, Amir Asif, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Konstantinos N. Plataniotis. Lung Cancer Radiomics: Highlights from the IEEE Video and Image Processing Cup 2018 Student Competition [SP Competitions]
    176 -- 0Robert W. Heath Jr., Nuria González Prelcic. Machine-Learning Billboard Collection [Humor]
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