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ORCIDIEEE Signal Processing Magazine, Volume 31
Volume 31, Number 1, January 2014
- Dimitris Manolakis, Eric Truslow, Michael Pieper, Thomas W. Cooley, Michael Brueggeman:
Detection Algorithms in Hyperspectral Imaging Systems: An Overview of Practical Algorithms. 24-33 - Nasser M. Nasrabadi:
Hyperspectral Target Detection : An Overview of Current and Future Challenges. 34-44 - Gustavo Camps-Valls
, Devis Tuia, Lorenzo Bruzzone, Jón Atli Benediktsson:
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods. 45-54 - Dalton D. 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. 55-66 - Wing-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. 67-81 - Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero III:
Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. 82-94 - Alina Zare, K. C. Ho:
Endmember Variability in Hyperspectral Analysis: Addressing Spectral Variability During Spectral Unmixing. 95-104 - Gonzalo R. Arce, David J. Brady, Lawrence Carin, Henry Arguello, David S. Kittle:
Compressive Coded Aperture Spectral Imaging: An Introduction. 105-115 - Rebecca M. Willett, Marco F. Duarte, Mark A. Davenport, Richard G. Baraniuk:
Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection. 116-126 - Christine Guillemot, Olivier Le Meur:
Image Inpainting : Overview and Recent Advances. 127-144 - Kiho Choi, Euee S. Jang:
Royalty-Free Video Coding Standards in MPEG [Standards in a Nutshell]. 145-155 - Yuhong Liu, Yan Lindsay Sun:
Securing Digital Reputation in Online Social Media [Applications Corner]. 149-155 - Andres Kwasinski, Mos Kaveh, Li Deng:
The Discipline of Signal Processing: Part 2 [Reflections]. 157-159
Volume 31, Number 2, March 2014
- John Edwards:
Touching Research: Haptics and Signal Processing [Special Reports]. 11-14 - Xiang 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. 16-24 - Sercan Ömer Arik, Joseph M. Kahn, Keang-Po Ho:
MIMO Signal Processing for Mode-Division Multiplexing: An overview of channel models and signal processing architectures. 25-34 - Xiang Zhou:
Efficient Clock and Carrier Recovery Algorithms for Single-Carrier Coherent Optical Systems: A systematic review on challenges and recent progress. 35-45 - Liang B. Du, Danish Rafique, Antonio Napoli, Bernhard Spinnler, Andrew D. Ellis, Maxim Kuschnerov, Arthur James Lowery:
Digital Fiber Nonlinearity Compensation: Toward 1-Tb/s transport. 46-56 - Tsuyoshi 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. 57-69 - Moshe Nazarathy, Alex Tolmachev:
Subbanded DSP Architectures Based on Underdecimated Filter Banks for Coherent OFDM Receivers: Overview and recent advances. 70-81 - Alan 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. 82-92 - Lotfollah 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. 93-103 - Ivan B. Djordjevic, Milorad Cvijetic, Changyu Lin:
Multidimensional Signaling and Coding Enabling Multi-Tb/s Optical Transport and Networking: Multidimensional aspects of coded modulation. 104-117 - Justin Salamon, Emilia Gómez, Daniel P. W. Ellis, Gaël Richard:
Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges. 118-134 - Chun-Su Park, Sung-Jea Ko:
The Hopping Discrete Fourier Transform [sp Tips&Tricks]. 135-139 - Manuel Duarte Ortigueira:
On the Recursive Solution to the Normal Equations: Some Other Results [Lecture Notes]. 140-142
Volume 31, Number 3, May 2014
- John Edwards:
Signal Processing Leads a Photographic and Imaging Revolution [Special Reports]. 10-15 - Tülay Adali, Matthew Anderson, Gengshen Fu:
Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging. 18-33 - Gilles 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. 34-43 - Pierre Comon:
Tensors : A brief introduction. 44-53 - Guoxu Zhou, Andrzej Cichocki, Qibin Zhao, Shengli Xie:
Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective. 54-65 - Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman:
Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view. 66-75 - Kejun Huang, Nikolaos D. Sidiropoulos:
Putting Nonnegative Matrix Factorization to the Test: A tutorial derivation of pertinent Cramer?Rao bounds and performance benchmarking. 76-86 - Michael B. McCoy, Volkan Cevher, Quoc Tran-Dinh, Afsaneh Asaei, Luca Baldassarre:
Convexity in Source Separation : Models, geometry, and algorithms. 87-95 - Yuanqing Li, Zhuliang Yu, Ning Bi, Yong Xu, Zhenghui Gu, Shun-ichi Amari:
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications. 96-106 - Emmanuel 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. 107-115 - Sebastian Ewert, Bryan Pardo, Meinard Müller, Mark D. Plumbley:
Score-Informed Source Separation for Musical Audio Recordings: An overview. 116-124 - Bertrand Rivet, Wenwu Wang, Syed M. Naqvi, Jonathon A. Chambers:
Audiovisual Speech Source Separation: An overview of key methodologies. 125-134 - Leonardo Tomazeli Duarte, Saïd Moussaoui, Christian Jutten:
Source Separation in Chemical Analysis : Recent achievements and perspectives. 135-146 - Rafael F. Schaefer, Holger Boche:
Physical Layer Service Integration in Wireless Networks : Signal processing challenges. 147-156 - William Rowe, Peter Stoica, Jian Li:
Spectrally Constrained Waveform Design [sp Tips&Tricks]. 157-162 - Ljubisa Stankovic, Srdjan Stankovic, Milos Dakovic:
From the STFT to the Wigner Distribution [Lecture Notes]. 163-174 - Masayuki 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]. 170-174
Volume 31, Number 4, July 2014
- Abdelhak M. Zoubir:
Signal Processing: Is it Time to Change the Society's Name? [From the Editor]. 4 - Alex Acero:
At the Forefront in Technical Publications [President's Message]. 6 - John Edwards:
Signal Processing: On the Edge of Astronomy's New Frontier [Special Reports]. 10-12 - Ron Schneiderman:
Health Alliance Boosts Influence In Standards Development [Special Reports]. 13-14 - Joachim H. G. Ender, Moeness G. Amin, Gianfranco Fornaro, Paul A. Rosen:
Recent Advances in Radar Imaging [From the Guest Editors]. 15 - Joshua N. Ash, Emre Ertin, Lee C. Potter, Edmund G. Zelnio:
Wide-Angle Synthetic Aperture Radar Imaging: Models and algorithms for anisotropic scattering. 16-26 - Müjdat 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. 27-40 - Gianfranco Fornaro, Fabrizio Lombardini, Antonio Pauciullo, Diego Reale, Federico Viviani:
Tomographic Processing of Interferometric SAR Data: Developments, applications, and future research perspectives. 41-50 - Xiaoxiang Zhu, Richard Bamler:
Superresolving SAR Tomography for Multidimensional Imaging of Urban Areas: Compressive sensing-based TomoSAR inversion. 51-58 - Fabio Baselice, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
Contextual Information-Based Multichannel Synthetic Aperture Radar Interferometry: Addressing DEM reconstruction using contextual information. 59-68 - Charles-Alban Deledalle, Loïc Denis, Giovanni Poggi, Florence Tupin, Luisa Verdoliva:
Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm. 69-78 - Si-Wei Chen, Yongzhen Li, Xuesong Wang, Shunping Xiao, Motoyuki Sato:
Modeling and Interpretation of Scattering Mechanisms in Polarimetric Synthetic Aperture Radar: Advances and perspectives. 79-89 - Raffaele Solimene, Ilaria Catapano, Gianluca Gennarelli, Antonio Cuccaro, Angela Dell'Aversano, Francesco Soldovieri:
SAR Imaging Algorithms and Some Unconventional Applications: A unified mathematical overview. 90-98 - Robert Kedzierawski, Jean-Marc Le Caillec, Witold Czarnecki:
The Time-Reversal Technique for SAR Focusing of Buried Targets : Theoretical improvements and practical limitations. 99-109 - Michael Leigsnering, Moeness G. Amin, Fauzia Ahmad, Abdelhak M. Zoubir:
Multipath Exploitation and Suppression for SAR Imaging of Building Interiors: An overview of recent advances. 110-119 - Dimitris Manolakis, Steven E. Golowich, Robert S. DiPietro:
Long-Wave Infrared Hyperspectral Remote Sensing of Chemical Clouds: A focus on signal processing approaches. 120-141 - Emil Björnson, Mats Bengtsson, Björn E. Ottersten:
Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure [Lecture Notes]. 142-148 - Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng:
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]. 149-154 - D. Robert Iskander:
Signal Processing in Visual Optics [Life Sciences]. 155-158
Volume 31, Number 5, September 2014
- Abdelhak M. Zoubir:
Where Are Today?s Signal Processing Heroes? [From the Editor]. 4 - Alex Acero:
Where Does Your Conference Registration Fee Go? [President's Message]. 6 - Michael J. Gormish:
Top Downloads in IEEE Xplore [Reader's Choice]. 8-9 - John Edwards:
Signal Processing Leads to New Wireless Technologies [Special Reports]. 10-14 - Georgios B. Giannakis, Francis R. Bach, Raphael Cendrillon, Michael W. Mahoney, Jennifer Neville:
Signal Processing for Big Data [From the Guest Editors]. 15-16 - Konstantinos Slavakis, Georgios B. Giannakis, Gonzalo Mateos:
Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge. 18-31 - Volkan Cevher, Stephen Becker, Mark Schmidt:
Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics. 32-43 - Ali Tajer, Venugopal V. Veeravalli, H. Vincent Poor:
Outlying Sequence Detection in Large Data Sets: A data-driven approach. 44-56 - Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos:
Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition. 57-70 - Nico 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. 71-79 - Aliaksei Sandryhaila, José M. F. Moura:
Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure. 80-90 - Anna C. Gilbert, Piotr Indyk, Mark A. Iwen, Ludwig Schmidt:
Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data. 91-100 - Steven 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. 101-111 - Tülay Adali, Peter J. Schreier:
Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation. 112-128 - Rishee K. Jain, José M. F. Moura, Constantine E. Kontokosta:
Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP]. 130-136 - Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang:
Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences]. 138-143 - Guangtao Zhai, Xiaolin Wu:
Multiuser Collaborative Viewport via Temporal Psychovisual Modulation [Applications Corner]. 144-149
Volume 31, Number 6, November 2014
- John Edwards:
Looking at Machine Vision [Special Reports]. 9-117 - Abdelhak M. Zoubir:
A New Era of IEEE Signal Processing Magazine [From the Editors]. 4 - Christian Debes:
Inside Signal Processing e-Newsletter [From the Editors]. 6 - Hadi 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. 56-68 - Seyed Mohammad Razavizadeh, Minki Ahn, Inkyu Lee:
Three-Dimensional Beamforming: A new enabling technology for 5G wireless networks. 94-101 - H. Vincent Poor:
Reflections on Excellence in Research and Education in Signal Processing [Reflections]. 138-140 - Konstantinos Slavakis, Seung-Jun Kim, Gonzalo Mateos, Georgios B. Giannakis:
Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes]. 124-129 - Seok-Hwan Park, Osvaldo Simeone, Onur Sahin, Shlomo Shamai (Shitz):
Fronthaul Compression for Cloud Radio Access Networks: Signal processing advances inspired by network information theory. 69-79 - Dirk Wübben, Peter Rost, Jens Steven Bartelt, Massinissa Lalam, Valentin Savin, Matteo Gorgoglione, Armin Dekorsy, Gerhard P. Fettweis:
Benefits and Impact of Cloud Computing on 5G Signal Processing: Flexible centralization through cloud-RAN. 35-44 - Larry B. Stotts, Sherman Karp, Joseph M. Aein:
The Origins of Miniature Global Positioning System-Based Navigation Systems [SP History]. 114-117 - Alex Acero:
Chapters? Role in Networking and Continuing Education [President's Message]. 8 - Emil Björnson, Eduard Axel Jorswieck, Mérouane Debbah, Björn E. Ottersten:
Multiobjective Signal Processing Optimization: The way to balance conflicting metrics in 5G systems. 14-23 - Rocco 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. 102-112 - Robert W. Heath Jr., Geert Leus, Tony Q. S. Quek, Shilpa Talwar, Peiyang Zhou:
Signal Processing for the 5G Revolution [From the Guest Editors]. 12-13 - Viet Anh Nguyen, Jiangbo Lu, Shengkui Zhao, Douglas L. Jones, Minh N. Do:
Teleimmersive Audio-Visual Communication Using Commodity Hardware [Applications Corner]. 118-136 - Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo:
Communicating While Computing: Distributed mobile cloud computing over 5G heterogeneous networks. 45-55 - Raúl Chávez-Santiago, Ilangko Balasingham:
Ultrawideband Signals in Medicine [Life Sciences]. 130-136 - Paolo 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. 80-93 - Renato 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. 24-34
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