IEEE Transactions on Signal Processing

14.5k papers and 539.8k indexed citations
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About

The 14.5k papers published in IEEE Transactions on Signal Processing in the last decades have received a total of 539.8k indexed citations. Papers published in IEEE Transactions on Signal Processing usually cover Signal Processing (6.4k papers), Electrical and Electronic Engineering (4.3k papers) and Computational Mechanics (3.9k papers) specifically the topics of Blind Source Separation Techniques (2.9k papers), Advanced Adaptive Filtering Techniques (2.3k papers) and Image and Signal Denoising Methods (2.2k papers). The most active scholars publishing in IEEE Transactions on Signal Processing are Georgios B. Giannakis, Ali H. Sayed, Yonina C. Eldar, Petre Stoica, P. P. Vaidyanathan, Dominique Zosso, Konstantin Dragomiretskiy, Stéphane Mallat, Michael Elad and Zhifeng Zhang.

In The Last Decade

IEEE Transactions on Signal Processing

13.9k papers receiving 514.1k citations

Fields of papers published in IEEE Transactions on Signal Processing

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers published in IEEE Transactions on Signal Processing. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers published in IEEE Transactions on Signal Processing.

Countries where authors publish in IEEE Transactions on Signal Processing

Since Specialization
Citations

This map shows the geographic impact of research published in IEEE Transactions on Signal Processing. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by papers published in IEEE Transactions on Signal Processing with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites IEEE Transactions on Signal Processing more than expected).

A tutorial on particle filters for online nonlinear/non-Gaussian Bay... 1993 2026 2004 2015 5.8k
  1. A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking (2002)
  2. Variational Mode Decomposition (2014)
  3. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation (2006)
  4. Matching pursuits with time-frequency dictionaries (1993)
  5. Bidirectional recurrent neural networks (1997)
  6. Localization of the complex spectrum: the S transform (1996)
  7. Embedded image coding using zerotrees of wavelet coefficients (1993)
  8. A blind source separation technique using second-order statistics (1997)
  9. Empirical Wavelet Transform (2013)
  10. A sparse signal reconstruction perspective for source localization with sensor arrays (2005)
  11. Bayesian Compressive Sensing (2008)
  12. Zero-Forcing Methods for Downlink Spatial Multiplexing in Multiuser MIMO Channels (2004)
  13. A simple and efficient estimator for hyperbolic location (1994)
  14. The discrete wavelet transform: wedding the a trous and Mallat algorithms (1992)
  15. The fractional Fourier transform and time-frequency representations (1994)
  16. Nested Arrays: A Novel Approach to Array Processing With Enhanced Degrees of Freedom (2010)
  17. Correntropy: Properties and Applications in Non-Gaussian Signal Processing (2007)
  18. The Gaussian Mixture Probability Hypothesis Density Filter (2006)
  19. A Consistent Metric for Performance Evaluation of Multi-Object Filters (2008)
  20. Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning (2016)
  21. Fractional Programming for Communication Systems—Part I: Power Control and Beamforming (2018)
  22. Sparse Sensing With Co-Prime Samplers and Arrays (2010)
  23. Wavelets and filter banks: theory and design (1992)
  24. Sparse Bayesian Learning for Basis Selection (2004)
  25. Particle filters for positioning, navigation, and tracking (2002)
  26. Nonuniform fast fourier transforms using min-max interpolation (2003)
  27. Spatial Diversity in Radars—Models and Detection Performance (2006)
  28. ML estimation of time and frequency offset in OFDM systems (1997)
  29. A Generalized Memory Polynomial Model for Digital Predistortion of RF Power Amplifiers (2006)
  30. Tensor Decomposition for Signal Processing and Machine Learning (2017)
  31. Improving Wireless Physical Layer Security via Cooperating Relays (2009)
  32. Target Detection and Localization Using MIMO Radars and Sonars (2006)
  33. Sensor Selection via Convex Optimization (2008)
  34. Discrete Signal Processing on Graphs (2013)
  35. Deep Learning Enabled Semantic Communication Systems (2021)
  36. B-spline signal processing. I. Theory (1993)
  37. Solving Fredholm integrals of the first kind with tensor product structure in 2 and 2.5 dimensions (2002)
  38. Toward Dual-functional Radar-Communication Systems: Optimal Waveform Design (2018)
  39. Analysis and design of OFDM/OQAM systems based on filterbank theory (2002)
  40. Learning to Optimize: Training Deep Neural Networks for Interference Management (2018)
  41. Exact Tensor Completion Using t-SVD (2016)
  42. Exposing digital forgeries by detecting traces of resampling (2005)

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar’s output or impact.

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