Journal: IEEE Signal Process. Mag.

Volume 35, Issue 6

3 -- 4Robert W. Heath Jr.. Making Papers, Code, and Data Accessible [From the Editor]
5 -- 7Ali H. Sayed. Twinkle, Twinkle, Little Star [President's Message]
8 -- 12John Edwards. Something to Talk About: Signal Processing in Speech and Audiology Research: Promising Investigations Explore New Opportunities in Human Communication [Special Reports]
12 -- 15John Edwards. Signal Processing Leads to New Clinical Medicine Approaches: Innovative Methods Promise Improved Patient Diagnoses and Treatments [Special Reports]
16 -- 34Jie Ding, Vahid Tarokh, Yuhong Yang. Model Selection Techniques: An Overview
35 -- 58Deborah Cohen, Yonina C. Eldar. Sub-Nyquist Radar Systems: Temporal, Spectral, and Spatial Compression
59 -- 78Giulio Giaconi, Deniz Gündüz, H. Vincent Poor. Privacy-Aware Smart Metering: Progress and Challenges
79 -- 87Rafael C. Gonzalez. Deep Convolutional Neural Networks [Lecture Notes]
88 -- 92Zafar Rafii. Sliding Discrete Fourier Transform with Kernel Windowing [Lecture Notes]
93 -- 99Alexander Bertrand. Utility Metrics for Assessment and Subset Selection of Input Variables for Linear Estimation [Tips & Tricks]
100 -- 106Zsolt Kollár, Ferenc Plesznik, Simon Trumpf. Observer-Based Recursive Sliding Discrete Fourier Transform [Tips & Tricks]
125 -- 126Michiel Bacchiani, Eric Fosler-Lussier. An Overview of the IEEE SPS Speech and Language Technical Committee [In the Spotlight]
127 -- 0Nuria González Prelcic, Robert W. Heath Jr.. Conference Planning for Professors [Humor]
128 -- 125Erik Meijering, Arrate Muñoz-Barrutia. Spotlight on Bioimaging and Signal Processing [In the Spotlight]

Volume 35, Issue 5

3 -- 15Robert W. Heath Jr.. GlobalSIP and Beyond [From the Editor]
4 -- 6Ali H. Sayed. Science Is Blind [President's Message]
9 -- 12John Edwards. Signal Processing Opens the Internet of Things to a New World of Possibilities: Research Leads to New Internet of Things Technologies and Applications [Special Reports]
13 -- 15Chenren Xu, Yan Lindsay Sun, Konstantinos N. Plataniotis, Nic Lane. Signal Processing and the Internet of Things [From the Guest Editors]
16 -- 27Chenren Xu, Lei Yang, Pengyu Zhang. Practical Backscatter Communication Systems for Battery-Free Internet of Things: A Tutorial and Survey of Recent Research
28 -- 40Aggelos Bletsas, Panos N. Alevizos, Georgios Vougioukas. The Art of Signal Processing in Backscatter Radio for μW (or Less) Internet of Things: Intelligent Signal Processing and Backscatter Radio Enabling Batteryless Connectivity
41 -- 49Liang Xiao 0003, Xiaoyue Wan, Xiaozhen Lu, Yanyong Zhang, Di Wu 0001. IoT Security Techniques Based on Machine Learning: How Do IoT Devices Use AI to Enhance Security?
50 -- 63Jiangfan Zhang, Rick S. Blum, H. Vincent Poor. Approaches to Secure Inference in the Internet of Things: Performance Bounds, Algorithms, and Effective Attacks on IoT Sensor Networks
64 -- 75Yuan Chen, Soummya Kar, José M. F. Moura. The Internet of Things: Secure Distributed Inference
76 -- 87Lu Zhou 0002, Kuo-Hui Yeh, Gerhard P. Hancke 0002, Zhe Liu 0001, Chunhua Su. Security and Privacy for the Industrial Internet of Things: An Overview of Approaches to Safeguarding Endpoints
88 -- 99Liang Liu 0003, Erik G. Larsson, Wei Yu 0001, Petar Popovski, Cedomir Stefanovic, Elisabeth de Carvalho. Sparse Signal Processing for Grant-Free Massive Connectivity: A Future Paradigm for Random Access Protocols in the Internet of Things
100 -- 110Wayes Tushar, Nipun Wijerathne, Wen-Tai Li, Chau Yuen, H. Vincent Poor, Tapan Kumar Saha, Kristin L. Wood. Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence
111 -- 119Viswam Nathan, Sudip Paul, Temiloluwa Prioleau, Li Niu 0002, Bobak Jack Mortazavi, Stephen A. Cambone, Ashok Veeraraghavan, Ashutosh Sabharwal, Roozbeh Jafari. A Survey on Smart Homes for Aging in Place: Toward Solutions to the Specific Needs of the Elderly
120 -- 129Yuan He 0004, Junchen Guo, Xiaolong Zheng 0002. From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for Industrial Internet of Things
130 -- 139Eva Arias-de-Reyna, Pau Closas, Davide Dardari, Petar M. Djuric. Crowd-Based Learning of Spatial Fields for the Internet of Things: From Harvesting of Data to Inference
140 -- 152Petros Spachos, Ioannis Papapanagiotou, Konstantinos N. Plataniotis. Microlocation for Smart Buildings in the Era of the Internet of Things: A Survey of Technologies, Techniques, and Approaches
153 -- 167Moe Z. Win, Florian Meyer, Zhenyu Liu 0003, Wenhan Dai, Stefania Bartoletti, Andrea Conti. Efficient Multisensor Localization for the Internet of Things: Exploring a New Class of Scalable Localization Algorithms
168 -- 174Matthew Stamm, Paolo Bestagini, Lucio Marcenaro, Patrizio Campisi. Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions]
175 -- 177Pragnan Chakravorty. What Is a Signal? [Lecture Notes]
178 -- 181Yuejie Chi. Low-Rank Matrix Completion [Lecture Notes]
183 -- 185Martin Haardt, Christoph F. Mecklenbräuker, Peter Willett 0001. Highlights from the Sensor Array and Multichannel Technical Committee: Spotlight on the IEEE Signal Processing Society Technical Committees [In the Spotlight]
186 -- 0Robert W. Heath Jr., Nuria González Prelcic. Convoluted [Humor]
188 -- 183Wei Yu 0001, Joakim Jaldén. Perspectives in Signal Processing for Communications and Networking: Spotlight on the IEEE Signal Processing Society Technical Committees [In the Spotlight]

Volume 35, Issue 4

3 -- 4Robert W. Heath Jr.. Highlights from the IEEE SPM's Editorial Board Meeting [From the Editor]
5 -- 7Ali H. Sayed. Intelligent Machines and the Planet of the Apes [President's Message]
8 -- 10Changshui Zhang. Top Downloads in IEEE Xplore [Reader's Choice]
12 -- 13Namrata Vaswani. A Feature Article Cluster on Exploiting Structure in Data Analytics: Low-Rank and Sparse Structures [From the Guest Editor]
14 -- 31Yudong Chen, Yuejie Chi. Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation: Recent Theory and Fast Algorithms via Convex and Nonconvex Optimization
32 -- 55Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy. Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery
56 -- 71Piya Pal. Correlation Awareness in Low-Rank Models: Sampling, Algorithms, and Fundamental Limits
72 -- 89Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad. Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks
90 -- 111Wayes Tushar, Chau Yuen, Hamed Mohsenian Rad, Tapan Kumar Saha, H. Vincent Poor, Kristin L. Wood. Transforming Energy Networks via Peer-to-Peer Energy Trading: The Potential of Game-Theoretic Approaches
112 -- 125Maria S. Greco, Fulvio Gini, Pietro Stinco, Kristine Bell. Cognitive Radars: On the Road to Reality: Progress Thus Far and Possibilities for the Future
126 -- 132Behnam Shahrrava. Closed-Form Impulse Responses of Linear Time-Invariant Systems: A Unifying Approach [Lecture Notes]
133 -- 136Rui Zhu, Fei Zhou, Wenming Yang, Jing-Hao Xue. On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks]
139 -- 0Anna Scaglione, Rashka Ramakrishna. Extreme Whitening [Humor]
140 -- 138Pavel Loskot. Automation Is Coming to Research [In the Spotlight]

Volume 35, Issue 3

4 -- 5Robert W. Heath Jr.. Introducing the New Editorial Team of IEEE Signaling Processing Magazine [From the Editor]
6 -- 8Ali H. Sayed. Galileo, Fourier, and Openness in Science [President's Message]
9 -- 0Anna Scaglione. Independence [Humor]
10 -- 0Namrata Vaswani. Women in Signal Processing Committee Highlights [Society News]
11 -- 14John Edwards. The "Light" Side of Signal Processing: Research Teams Work Toward a Signal Processing-Enabled Photonics Future [Special Reports]
16 -- 39Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith. Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits
40 -- 58Zhijin Qin, Jiancun Fan, Yuanwei Liu, Yue Gao, Geoffrey Ye Li. Sparse Representation for Wireless Communications: A Compressive Sensing Approach
59 -- 80Beibei Wang, Qinyi Xu, Chen Chen 0011, Feng Zhang, K. J. Ray Liu. The Promise of Radio Analytics: A Future Paradigm of Wireless Positioning, Tracking, and Sensing
81 -- 96Mahmoud Hassan, Fabrice Wendling. Electroencephalography Source Connectivity: Aiming for High Resolution of Brain Networks in Time and Space
97 -- 109Milos Cernak, Afsaneh Asaei, Alexandre Hyafil. Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression
110 -- 130Sithan Kanna, Wilhelm von Rosenberg, Valentin Goverdovsky, Anthony G. Constantinides, Danilo P. Mandic. Bringing Wearable Sensors into the Classroom: A Participatory Approach [SP Education]
118 -- 123Marcelo G. S. Bruno, Stiven S. Dias. A Bayesian Interpretation of Distributed Diffusion Filtering Algorithms [Lecture Notes]
124 -- 130Balázs Bank. Converting Infinite Impulse Response Filters to Parallel Form [Tips & Tricks]

Volume 35, Issue 2

4 -- 18Robert W. Heath. Research Gems Found Digging with Industry [From the Editor]
5 -- 6Ali H. Sayed. Big Ideas or Big Data? [President's Message]
12 -- 15John Edwards. Signal Processing Supports a New Wave of Audio Research: Spatial and Immersive Audio Mimics Real-World Sound Environments [Special Reports]
16 -- 18Ghassan Alregib, Sergey Fomel, Renato Lopes. Subsurface Exploration: Recent Advances in Geo-Signal Processing, Interpretation, and Learning [From the Guest Editors]
20 -- 30Marielle Malfante, Mauro Dalla Mura, Jean-Philippe Metaxian, Jérôme I. Mars, Orlando Macedo, L. Adolfo Inza. Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives
31 -- 40Eileen R. Martin, Fantine Huot, Yinbin Ma, Robert Cieplicki, Steve Cole, Martin Karrenbach, Biondo L. Biondi. A Seismic Shift in Scalable Acquisition Demands New Processing: Fiber-Optic Seismic Signal Retrieval in Urban Areas with Unsupervised Learning for Coherent Noise Removal
41 -- 50Kenji Nose Filho, André K. Takahata, Renato R. Lopes, João Marcos Travassos Romano. Improving Sparse Multichannel Blind Deconvolution with Correlated Seismic Data: Foundations and Further Results
51 -- 61Ali Payani, Afshin Abdi, Xin Tian, Faramarz Fekri, Mohamed Mohandes. Advances in Seismic Data Compression via Learning from Data: Compression for Seismic Data Acquisition
62 -- 71Adelson Santos de Oliveira. An Approximate Representation of the Fourier Spectra of Irregularly Sampled Multidimensional Functions: A Cost-Effective, Memory-Saving Algorithm
72 -- 81Soumi Chaki, Aurobinda Routray, William K. Mohanty. Well-Log and Seismic Data Integration for Reservoir Characterization: A Signal Processing and Machine-Learning Perspective
82 -- 98Ghassan Alregib, Mohamed A. Deriche, Zhiling Long, Haibin Di, Zhen Wang, Yazeed Alaudah, Muhammad Amir Shafiq, Motaz Alfarraj. Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective
99 -- 111James H. McClellan, Leo Eisner, Entao Liu, Naveed Iqbal, Abdullatif A. Al-Shuhail, Sanlinn I. Kaka. Array Processing in Microseismic Monitoring: Detection, Enhancement, and Localization of Induced Seismicity
112 -- 120Arnaud Jarrot, Andriy Gelman, Julius Kusuma. Wireless Digital Communication Technologies for Drilling: Communication in the Bits\/s Regime
121 -- 131Hasan Al-Marzouqi. Digital Rock Physics: Using CT Scans to Compute Rock Properties
132 -- 141Wenyi Hu, Jiefu Chen, Jianguo Liu, Aria Abubakar. Retrieving Low Wavenumber Information in FWI: An Overview of the Cycle-Skipping Phenomenon and Solutions
142 -- 153Marcus C. B. Andrade, Milton José Porsani, Bjørn Ursin. Complex Autoregressive Time-Frequency Analysis: Estimation of Time-Varying Periodic Signal Components
154 -- 161Dogancan Temel, Ghassan Alregib. Traffic Signs in the Wild: Highlights from the IEEE Video and Image Processing Cup 2017 Student Competition [SP Competitions]
162 -- 174Stephen So, Kuldip K. Paliwal. Reconstruction of a Signal from the Real Part of Its Discrete Fourier Transform [Tips & Tricks]
166 -- 174Emad S. Ebbini, Claudio Simon, Dalong Liu. Real-Time Ultrasound Thermography and Thermometry [Life Sciences]
175 -- 0Anna Scaglione. Cartoon

Volume 35, Issue 1

4 -- 171Robert W. Heath Jr.. Taking the Next Step for IEEE Signal Processing Magazine [From the Editor]
5 -- 6Rabab K. Ward. Collaboration Empowers Innovation [President's Message]
13 -- 16John Edwards. Signal Processing Powers Next-Generation Prosthetics: Researchers Investigate Techniques That Enable Artificial Limbs to Behave More Like Their Natural Counterparts [Special Reports]
17 -- 19Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang. Deep Learning for Visual Understanding: Part 2 [From the Guest Editors]
20 -- 36Alice Lucas, Michael Iliadis, Rafael Molina, Aggelos K. Katsaggelos. Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods
37 -- 52Anurag Arnab, Shuai Zheng 0001, Sadeep Jayasumana, Bernardino Romera-Paredes, Måns Larsson, Alexander Kirillov, Bogdan Savchynskyy, Carsten Rother, Fredrik Kahl, Philip H. S. Torr. Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction
53 -- 65Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath. Generative Adversarial Networks: An Overview
66 -- 83Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos D. Castillo, Rama Chellappa. Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans
84 -- 100Junwei Han, Dingwen Zhang, Gong Cheng, Nian Liu, Dong Xu. Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey
101 -- 111Siqi Nie, Meng Zheng, Qiang Ji. The Deep Regression Bayesian Network and Its Applications: Probabilistic Deep Learning for Computer Vision
112 -- 125Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong. Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content
126 -- 136Yu Cheng 0001, Duo Wang, Pan Zhou, Tao Zhang. Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges
137 -- 166Deborah Cohen, Shahar Tsiper, Yonina C. Eldar. Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware
167 -- 171Osvaldo Simeone. Introducing Information Measures via Inference [Lecture Notes]
180 -- 177Li Deng. Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]