Institution · Signal Processing (United States)
Most cited papers from Signal Processing (United States)
What are the most cited papers from Signal Processing (United States)?
The most cited paper from Signal Processing (United States) is "The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains" (David I Shuman, Sunil K. Narang, Pascal Frossard et al., 2013), with 4,577 citations. Next come "Multi-Cell MIMO Cooperative Networks: A New Look at Interference" (1,839) and "Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis" (1,417).
Showing 50 of 60 papers. Every paper with more than 244 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains David I Shuman, Sunil K. Narang, Pascal Frossard et al. · IEEE Signal Processing Magazine | 5 Apr 2013 | 4,577 |
| 2 | Multi-Cell MIMO Cooperative Networks: A New Look at Interference David Gesbert, Stephen Vaughan Hanly, Howard Huang et al. · IEEE Journal on Selected Areas in Communications | 5 Oct 2010 | 1,839 |
| 3 | Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis Andrzej S Cichocki, Danilo P. Mandic, Lieven De Lathauwer et al. · IEEE Signal Processing Magazine | 10 Feb 2015 | 1,417 |
| 4 | Optimal Stopping Times for Detecting Changes in Distributions George V. Moustakides · The Annals of Statistics | Dec 1986 | 1,044 |
| 5 | Cyclostationarity: Half a century of research William A. Gardner, Antonio Napolitano, Luigi Paura · Signal Processing | 7 Sep 2005 | 971 |
| 6 | Signal processing with higher-order spectra Chrysostomos L. Nikias, Jerry M. Mendel · IEEE Signal Processing Magazine | Jul 1993 | 959 |
| 7 | Incremental Learning of Concept Drift in Nonstationary Environments Ryan Elwell, Robi Polikar · IEEE Transactions on Neural Networks | 15 Aug 2011 | 942 |
| 8 | The PolyMAX Frequency‐Domain Method: A New Standard for Modal Parameter Estimation? Bart Peeters, Herman D. Van der Auweraer, Patrick Guillaume et al. · Shock and Vibration | 2004 | 837 |
| 9 | Direction finding in the presence of mutual coupling B. Friedlander, A.J. Weiss · IEEE Transactions on Antennas and Propagation | Mar 1991 | 805 |
| 10 | Signal compression based on models of human perception Nikil S. Jayant, James David Johnston, Robert J. Safranek · Proceedings of the IEEE | 1993 | 803 |
| 11 | Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue Michael J. Gerdes et al. · Proceedings of the National Academy of Sciences | Jul 2013 | 802 |
| 12 | Dictionary Learning Ivana A. Tošić, Pascal Frossard · IEEE Signal Processing Magazine | 18 Feb 2011 | 798 |
| 13 | The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism Björn Wolfgang Schuller, Stefan Steidl, Anton M. Batliner et al. | 25 Aug 2013 | 749 |
| 14 | Joint time-frequency analysis Shie Qian, Dapang Chen · IEEE Signal Processing Magazine | Mar 1999 | 713 |
| 15 | Design of a Multiband OFDM System for Realistic UWB Channel Environments Aditya Batra, Jaiganesh Balakrishnan, Gaetano Aiello et al. · IEEE Transactions on Microwave Theory and Techniques | 31 Aug 2004 | 704 |
| 16 | Distance measures for signal processing and pattern recognition Michèle Basseville · Signal Processing | Dec 1989 | 624 |
| 17 | Spectrum Leasing to Cooperating Secondary Ad Hoc Networks Osvaldo Simeone, Igor Stanojev, Stefano Savazzi et al. · IEEE Journal on Selected Areas in Communications | 2008 | 589 |
| 18 | An adaptive clustering algorithm for image segmentation Thrasyvoulos N. Pappas · IEEE Transactions on Signal Processing | Apr 1992 | 589 |
| 19 | Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang, Xiatian Zhu, Hanbin Dai et al. | Jun 2020 | 561 |
| 20 | Improved spread spectrum: a new modulation technique for robust watermarking H.S. Malvar, Dinei A. F. Florencio · IEEE Transactions on Signal Processing | 26 Mar 2003 | 489 |
| 21 | High-Accuracy Localization for Assisted Living: 5G systems will turn multipath channels from foe to friend Klaus Witrisal, Paul L. Meissner, Erik Leitinger et al. · IEEE Signal Processing Magazine | Mar 2016 | 462 |
| 22 | Circulating Plasma MiR-141 Is a Novel Biomarker for Metastatic Colon Cancer and Predicts Poor Prognosis Hanyin Cheng, Lína Zhang, David E. Cogdell et al. · PLoS ONE | 17 Mar 2011 | 437 |
| 23 | Hyperspectral Image Classification With Independent Component Discriminant Analysis Alberto Villa, Jón Atli Benediktsson, J. Chanussot et al. · IEEE Transactions on Geoscience and Remote Sensing | 11 Jul 2011 | 431 |
| 24 | Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms Nicolas Dobigeon, Jean-Yves Tourneret, Cedric Richard et al. · IEEE Signal Processing Magazine | 9 Dec 2013 | 421 |
| 25 | Color Image Database TID 2013: peculiarities and preliminary results Nikolay N. Ponomarenko, Олег Єремеєв, Владимир Васильевич Лукин et al. · HAL (Le Centre pour la Communication Scientifique Directe) | 2013 | 418 |
| 26 | CARDWATCH: a neural network based database mining system for credit card fraud detection E. Aleskerov, Bernd Freisleben, Bhaskar D. Rao | 22 Nov 2002 | 399 |
| 27 | A study of dipole localization accuracy for MEG and EEG using a human skull phantom Richard M. Leahy, John C. Mosher, Michael E. Spencer et al. · Electroencephalography and Clinical Neurophysiology | Apr 1998 | 393 |
| 28 | Direct Localization for Massive MIMO Nil Garcia, Henk Wymeersch, Erik G. Larsson et al. · IEEE Transactions on Signal Processing | 9 Feb 2017 | 391 |
| 29 | List Viterbi decoding algorithms with applications Nambi Seshadri, C.-E.W. Sundberg · IEEE Transactions on Communications | Feb 1994 | 378 |
| 30 | Collaborative wideband sensing for cognitive radios Zhi Quan, Shuguang Robert Cui, H. Vincent Poor et al. · IEEE Signal Processing Magazine | Nov 2008 | 378 |
| 31 | Stable Throughput of Cognitive Radios With and Without Relaying Capability Osvaldo Simeone, Yeheskel Bar-Ness, Umberto Spagnolini · IEEE Transactions on Communications | Dec 2007 | 375 |
| 32 | Two signaling schemes for improving the error performance of frequency division duplex (FDD) transmission systems using transmitter antenna diversity Nambi Seshadri, Jack H. Winters · International Journal of Wireless Information Networks | 1994 | 371 |
| 33 | Wavelets and wideband correlation processing Lora G. Weiss · IEEE Signal Processing Magazine | 1994 | 370 |
| 34 | Perceptual Image Hashing Via Feature Points: Performance Evaluation and Tradeoffs Vishal Monga, Brian L. Evans · IEEE Transactions on Image Processing | 18 Oct 2006 | 362 |
| 35 | Deep Learning Meets SAR: Concepts, models, pitfalls, and perspectives Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali et al. · IEEE Geoscience and Remote Sensing Magazine | 10 Feb 2021 | 361 |
| 36 | Maximum likelihood estimation of the parameters of multiple sinusoids from noisy measurements Petre Stoica, Randolph L. Moses, B. Friedlander et al. · IEEE Transactions on Acoustics Speech and Signal Processing | Mar 1989 | 360 |
| 37 | OFDM Systems in the Presence of Phase Noise: Consequences and Solutions Sheng Yi Wu, Yeheskel Bar-Ness · IEEE Transactions on Communications | Nov 2004 | 353 |
| 38 | Recurrent neural networks for polyphonic sound event detection in real life recordings Giambattista Parascandolo, Heikki J. Huttunen, Tuomas I. Virtanen | Mar 2016 | 328 |
| 39 | Latent Variable Bayesian Models for Promoting Sparsity David Wipf, Bhaskar D. Rao, Srikantan S. Nagarajan · IEEE Transactions on Information Theory | Sep 2011 | 320 |
| 40 | Distributed Average Consensus With Dithered Quantization Tuncer C. Aysal, Mark Coates, Michael Rabbat · IEEE Transactions on Signal Processing | 18 Sep 2008 | 318 |
| 41 | ASIC Implementation of Soft-Input Soft-Output MIMO Detection Using MMSE Parallel Interference Cancellation Christoph Studer, Schekeb Fateh, Dominik Seethaler · IEEE Journal of Solid-State Circuits | 7 Jun 2011 | 307 |
| 42 | Direction finding algorithms based on high-order statistics Boaz Porat, B. Friedlander · IEEE Transactions on Signal Processing | 1991 | 299 |
| 43 | A class of fast Gaussian binomial filters for speech and image processing Richard A. Haddad, Ali N. Akansu · IEEE Transactions on Signal Processing | Mar 1991 | 292 |
| 44 | Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables Jing Zhai, Armando B. Barreto | Aug 2006 | 291 |
| 45 | Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008 Hutchison, David, Weikum, Gerhard, Vardi, Moshe Y et al. · Lecture notes in computer science | 2008 | 290 |
| 46 | Array shape calibration using sources in unknown locations-a maximum likelihood approach A.J. Weiss, B. Friedlander · IEEE Transactions on Acoustics Speech and Signal Processing | 1989 | 287 |
| 47 | Cognitive Radar Framework for Target Detection and Tracking Kristine L. Bell, Chris Baker, Graeme Edward Smith et al. · IEEE Journal of Selected Topics in Signal Processing | 13 Aug 2015 | 286 |
| 48 | Canonical Correlation Analysis for Data Fusion and Group Inferences Nicolle M. Correa, Tülay Adalı, Yi‐Ou Li et al. · IEEE Signal Processing Magazine | 2010 | 271 |
| 49 | Eigenstructure methods for direction finding with sensor gain and phase uncertainties A.J. Weiss, B. Friedlander · Circuits Systems and Signal Processing | Sep 1990 | 270 |
| 50 | Csiszár’s Divergences for Non-negative Matrix Factorization: Family of New Algorithms Andrzej S Cichocki, Rafał Zdunek, Шун-ичи Амари · Lecture notes in computer science | 2006 | 269 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.