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    Journal: IEEE Signal Process. Mag.

    Volume 31, Issue 6

    4 -- 0Abdelhak Zoubir. A New Era of IEEE Signal Processing Magazine [From the Editors]
    6 -- 0Christian Debes. Inside Signal Processing e-Newsletter [From the Editors]
    8 -- 0Alex Acero. Chapters? Role in Networking and Continuing Education [President's Message]
    9 -- 117John Edwards. Looking at Machine Vision [Special Reports]
    12 -- 13Robert W. Heath Jr., Geert Laus, Tony Q. S. Quek, Shilpa Talwar, Peiyang Zhou. Signal Processing for the 5G Revolution [From the Guest Editors]
    14 -- 23Emil Björnson, Eduard Axel Jorswieck, Mérouane Debbah, Björn E. Ottersten. Multiobjective Signal Processing Optimization: The way to balance conflicting metrics in 5G systems
    24 -- 34Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Andreas Eisenblätter, Ulrich Türke. Toward Energy-Efficient 5G Wireless Communications Technologies: Tools for decoupling the scaling of networks from the growth of operating power
    35 -- 44Dirk Wübben, Peter Rost, Jens Steven Bartelt, Massinissa Lalam, Valentin Savin, Matteo Gorgoglione, Armin Dekorsy, Gerhard Fettweis. Benefits and Impact of Cloud Computing on 5G Signal Processing: Flexible centralization through cloud-RAN
    45 -- 55Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo. Communicating While Computing: Distributed mobile cloud computing over 5G heterogeneous networks
    56 -- 68Hadi Baligh, Mingyi Hong, Wei-Cheng Liao, Zhi-Quan Luo, Meisam Razaviyayn, Maziar Sanjabi, Ruoyu Sun. Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach
    69 -- 79Seok-Hwan Park, Osvaldo Simeone, Onur Sahin, Shlomo Shamai Shitz. Fronthaul Compression for Cloud Radio Access Networks: Signal processing advances inspired by network information theory
    80 -- 93Paolo Banelli, Stefano Buzzi, Giulio Colavolpe, Andrea Modenini, Fredrik Rusek, Alessandro Ugolini. Modulation Formats and Waveforms for 5G Networks: Who Will Be the Heir of OFDM?: An overview of alternative modulation schemes for improved spectral efficiency
    94 -- 101S. Mohammad Razavizadeh, Minki Ahn, Inkyu Lee. Three-Dimensional Beamforming: A new enabling technology for 5G wireless networks
    102 -- 112Rocco Di Taranto, L. Srikar Muppirisetty, Ronald Raulefs, Dirk T. M. Slock, Tommy Svensson, Henk Wymeersch. Location-Aware Communications for 5G Networks: How location information can improve scalability, latency, and robustness of 5G
    114 -- 117Larry B. Stotts, Sherman Karp, Joseph M. Aein. The Origins of Miniature Global Positioning System-Based Navigation Systems [SP History]
    118 -- 136Viet Anh Nguyen, Jiangbo Lu, Shengkui Zhao, Douglas L. Jones, Minh N. Do. Teleimmersive Audio-Visual Communication Using Commodity Hardware [Applications Corner]
    124 -- 129Konstantinos Slavakis, Seung-Jun Kim, Gonzalo Mateos, Georgios B. Giannakis. Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes]
    130 -- 136Raúl Chávez-Santiago, Ilangko Balasingham. Ultrawideband Signals in Medicine [Life Sciences]
    138 -- 140H. Vincent Poor. Reflections on Excellence in Research and Education in Signal Processing [Reflections]

    Volume 31, Issue 5

    4 -- 0Abdelhak Zoubir. Where Are Today?s Signal Processing Heroes? [From the Editor]
    6 -- 0Alex Acero. Where Does Your Conference Registration Fee Go? [President's Message]
    8 -- 9Michael J. Gormish. Top Downloads in IEEE Xplore [Reader's Choice]
    10 -- 14John Edwards. Signal Processing Leads to New Wireless Technologies [Special Reports]
    15 -- 16Georgios B. Giannakis, Francis Bach, Raphael Cendrillon, Michael Mahoney, Jennifer Neville. Signal Processing for Big Data [From the Guest Editors]
    18 -- 31Konstantinos Slavakis, Georgios B. Giannakis, Gonzalo Mateos. Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge
    32 -- 43Volkan Cevher, Stephen Becker, Mark Schmidt. Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics
    44 -- 56Ali Tajer, Venugopal V. Veeravalli, H. Vincent Poor. Outlying Sequence Detection in Large Data Sets: A data-driven approach
    57 -- 70Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos. Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition
    71 -- 79Nico Vervliet, Otto Debals, Laurent Sorber, Lieven De Lathauwer. Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis
    80 -- 90Aliaksei Sandryhaila, José M. F. Moura. Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure
    91 -- 100Anna C. Gilbert, Piotr Indyk, Mark Iwen, Ludwig Schmidt. Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data
    101 -- 111Steven Verstockt, Viktor Slavkovikj, Pieterjan De Potter, Rik Van de Walle. Collaborative Bike Sensing for Automatic Geographic Enrichment: Geoannotation of road\/terrain type by multimodal bike sensing
    112 -- 128Tülay Adali, Peter J. Schreier. Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation
    130 -- 136Rishee K. Jain, José M. F. Moura, Constantine E. Kontokosta. Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP]
    138 -- 143Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang. Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences]
    144 -- 149Guangtao Zhai, Xiaolin Wu. Multiuser Collaborative Viewport via Temporal Psychovisual Modulation [Applications Corner]

    Volume 31, Issue 4

    4 -- 0Abdelhak Zoubir. Signal Processing: Is it Time to Change the Society's Name? [From the Editor]
    6 -- 0Alex Acero. At the Forefront in Technical Publications [President's Message]
    10 -- 12John Edwards. Signal Processing: On the Edge of Astronomy's New Frontier [Special Reports]
    13 -- 14Ron Schneiderman. Health Alliance Boosts Influence In Standards Development [Special Reports]
    15 -- 0Joachim Ender, Moeness Amin, Gianfranco Fornaro, Paul A. Rosen. Recent Advances in Radar Imaging [From the Guest Editors]
    16 -- 26Joshua N. Ash, Emre Ertin, Lee C. Potter, Edmund G. Zelnio. Wide-Angle Synthetic Aperture Radar Imaging: Models and algorithms for anisotropic scattering
    27 -- 40Müjdat Çetin, Ivana Stojanovic, N. Özben Önhon, Kush R. Varshney, Sadegh Samadi, William Clement Karl, Alan S. Willsky. Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing
    41 -- 50Gianfranco Fornaro, Fabrizio Lombardini, Antonio Pauciullo, Diego Reale, Federico Viviani. Tomographic Processing of Interferometric SAR Data: Developments, applications, and future research perspectives
    51 -- 58Xiaoxiang Zhu, Richard Bamler. Superresolving SAR Tomography for Multidimensional Imaging of Urban Areas: Compressive sensing-based TomoSAR inversion
    59 -- 68Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi. Contextual Information-Based Multichannel Synthetic Aperture Radar Interferometry: Addressing DEM reconstruction using contextual information
    69 -- 78Charles-Alban Deledalle, Loïc Denis, Giovanni Poggi, Florence Tupin, Luisa Verdoliva. Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm
    79 -- 89Si-Wei Chen, Yong-Zhen Li, Xue-Song Wang, Shun-Ping Xiao, Motoyuki Sato. Modeling and Interpretation of Scattering Mechanisms in Polarimetric Synthetic Aperture Radar: Advances and perspectives
    90 -- 98Raffaele Solimene, Ilaria Catapano, Gianluca Gennarelli, Antonio Cuccaro, Angela Dell'Aversano, Francesco Soldovieri. SAR Imaging Algorithms and Some Unconventional Applications: A unified mathematical overview
    99 -- 109Robert Kedzierawski, Jean-Marc Le Caillec, Witold Czarnecki. The Time-Reversal Technique for SAR Focusing of Buried Targets : Theoretical improvements and practical limitations
    110 -- 119Michael Leigsnering, Moeness G. Amin, Fauzia Ahmad, Abdelhak M. Zoubir. Multipath Exploitation and Suppression for SAR Imaging of Building Interiors: An overview of recent advances
    120 -- 141Dimitris Manolakis, Steven E. Golowich, Robert S. DiPietro. Long-Wave Infrared Hyperspectral Remote Sensing of Chemical Clouds: A focus on signal processing approaches
    142 -- 148Emil Björnson, Mats Bengtsson, Björn E. Ottersten. Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure [Lecture Notes]
    149 -- 154Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng. Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]
    155 -- 158D. Robert Iskander. Signal Processing in Visual Optics [Life Sciences]

    Volume 31, Issue 3

    10 -- 15John Edwards. Signal Processing Leads a Photographic and Imaging Revolution [Special Reports]
    18 -- 33Tülay Adali, Matthew Anderson, Gengshen Fu. Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging
    34 -- 43Gilles Chabriel, Martin Kleinsteuber, Eric Moreau, Hao Shen, Petr Tichavský, Arie Yeredor. Joint Matrices Decompositions and Blind Source Separation: A survey of methods, identification, and applications
    44 -- 53Pierre Comon. Tensors : A brief introduction
    54 -- 65GuoXu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie. Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective
    66 -- 75Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman. Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view
    76 -- 86Kejun Huang, Nikolaos Sidiropoulos. Putting Nonnegative Matrix Factorization to the Test: A tutorial derivation of pertinent Cramer?Rao bounds and performance benchmarking
    87 -- 95Michael B. McCoy, Volkan Cevher, Quoc Tran-Dinh, Afsaneh Asaei, Luca Baldassarre. Convexity in Source Separation : Models, geometry, and algorithms
    96 -- 106Yuanqing Li, Z. Yu, Ning Bi, Yong Xu, Zhenghui Gu, Shun-ichi Amari. Sparse Representation for Brain Signal Processing: A tutorial on methods and applications
    107 -- 115Emmanuel Vincent, Nancy Bertin, Rémi Gribonval, Frédéric Bimbot. From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound
    116 -- 124Sebastian Ewert, Bryan Pardo, Meinard Müller, Mark D. Plumbley. Score-Informed Source Separation for Musical Audio Recordings: An overview
    125 -- 134Bertrand Rivet, Wenwu Wang, Syed M. Naqvi, Jonathon A. Chambers. Audiovisual Speech Source Separation: An overview of key methodologies
    135 -- 146Leonardo Tomazeli Duarte, Saïd Moussaoui, Christian Jutten. Source Separation in Chemical Analysis : Recent achievements and perspectives
    147 -- 156Rafael F. Schaefer, Holger Boche. Physical Layer Service Integration in Wireless Networks : Signal processing challenges
    157 -- 162William Rowe, Peter Stoica, Jian Li. Spectrally Constrained Waveform Design [sp Tips&Tricks]
    163 -- 174LJubisa Stankovic, Srdjan Stankovic, Milos Dakovic. From the STFT to the Wigner Distribution [Lecture Notes]
    170 -- 174Masayuki Sugawara, Seo Young Choi, David Wood. Ultra-High-Definition Television (Rec. ITU-R BT.2020): A Generational Leap in the Evolution of Television [Standards in a Nutshell]

    Volume 31, Issue 2

    11 -- 14John Edwards. Touching Research: Haptics and Signal Processing [Special Reports]
    16 -- 24Xiang Liu, Sethumadhavan Chandrasekhar, Peter J. Winzer. Digital Signal Processing Techniques Enabling Multi-Tb/s Superchannel Transmission: An overview of recent advances in DSP-enabled superchannels
    25 -- 34Sercan Ömer Arik, Joseph M. Kahn, Keang-Po Ho. MIMO Signal Processing for Mode-Division Multiplexing: An overview of channel models and signal processing architectures
    35 -- 45Xiang Zhou. Efficient Clock and Carrier Recovery Algorithms for Single-Carrier Coherent Optical Systems: A systematic review on challenges and recent progress
    46 -- 56Liang B. Du, Danish Rafique, Antonio Napoli, Bernhard Spinnler, Andrew D. Ellis, Maxim Kuschnerov, Arthur J. Lowery. Digital Fiber Nonlinearity Compensation: Toward 1-Tb/s transport
    57 -- 69Tsuyoshi Yoshida, Takashi Sugihara, Kazuyuki Ishida, Takashi Mizuochi. Cycle Slip Compensation with Polarization Block Coding for Coherent Optical Transmission: Two-dimensional phases constellation corresponds to a slip state
    70 -- 81Moshe Nazarathy, Alex Tolmachev. Subbanded DSP Architectures Based on Underdecimated Filter Banks for Coherent OFDM Receivers: Overview and recent advances
    82 -- 92Alan Pak Tao Lau, Yuliang Gao, Qi Sui, Dawei Wang, Qunbi Zhuge, Mohamed H. Morsy-Osman, Mathieu Chagnon, Xian Xu, Chao Lu, David V. Plant. Advanced DSP Techniques Enabling High Spectral Efficiency and Flexible Transmissions: Toward elastic optical networks
    93 -- 103Lotfollah Beygi, Erik Agrell, Joseph M. Kahn, Magnus Karlsson. Coded Modulation for Fiber-Optic Networks: Toward better tradeoff between signal processing complexity and optical transparent reach
    104 -- 117Ivan B. Djordjevic, Milorad Cvijetic, Changyu Lin. Multidimensional Signaling and Coding Enabling Multi-Tb/s Optical Transport and Networking: Multidimensional aspects of coded modulation
    118 -- 134Justin Salamon, Emilia Gómez, Daniel P. W. Ellis, Gaël Richard. Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges
    135 -- 139Chun-Su Park, Sung Jea Ko. The Hopping Discrete Fourier Transform [sp Tips&Tricks]
    140 -- 142Manuel Duarte Ortigueira. On the Recursive Solution to the Normal Equations: Some Other Results [Lecture Notes]

    Volume 31, Issue 1

    24 -- 33Dimitris Manolakis, Eric Truslow, Michael Pieper, Thomas W. Cooley, Michael Brueggeman. Detection Algorithms in Hyperspectral Imaging Systems: An Overview of Practical Algorithms
    34 -- 44Nasser M. Nasrabadi. Hyperspectral Target Detection : An Overview of Current and Future Challenges
    45 -- 54Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, Jon Atli Benediktsson. Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods
    55 -- 66Dalton Lunga, Saurabh Prasad, Melba M. Crawford, Okan K. Ersoy. Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning
    67 -- 81Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi. A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing
    82 -- 94Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero. Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms
    95 -- 104Alina Zare, K. C. Ho. Endmember Variability in Hyperspectral Analysis: Addressing Spectral Variability During Spectral Unmixing
    105 -- 115Gonzalo R. Arce, David J. Brady, Lawrence Carin, Henry Arguello, David S. Kittle. Compressive Coded Aperture Spectral Imaging: An Introduction
    116 -- 126Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk. Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection
    127 -- 144Christine Guillemot, Olivier Le Meur. Image Inpainting : Overview and Recent Advances
    145 -- 155Kiho Choi, Euee S. Jang. Royalty-Free Video Coding Standards in MPEG [Standards in a Nutshell]
    149 -- 155Yuhong Liu, Yan Lindsay Sun. Securing Digital Reputation in Online Social Media [Applications Corner]
    157 -- 159Andres Kwasinski, Mos Kaveh, Li Deng. The Discipline of Signal Processing: Part 2 [Reflections]
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