Most cited papers in Advanced Adaptive Filtering Techniques
What are the most cited papers in Advanced Adaptive Filtering Techniques?
The most cited paper in Advanced Adaptive Filtering Techniques is "Cognitive radio: brain-empowered wireless communications" (S. Haykin, 2005), with 12,031 citations. Next come "Savitzky-Golay Smoothing Filters" (11,772) and "Suppression of acoustic noise in speech using spectral subtraction" (4,674).
Showing 50 of 99 papers. Every paper with more than 675 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Cognitive radio: brain-empowered wireless communications S. Haykin · IEEE Journal on Selected Areas in Communications | Feb 2005 | 12,031 |
| 2 | Savitzky-Golay Smoothing Filters William H. Press, Saul A. Teukolsky · Computers in Physics | Nov 1990 | 11,772 |
| 3 | Suppression of acoustic noise in speech using spectral subtraction S. Boll · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1979 | 4,674 |
| 4 | Adaptive filtering, prediction and control Pétros Ioannou · Automatica | Sep 1985 | 4,490 |
| 5 | The generalized correlation method for estimation of time delay C. Knapp, G. Carter · IEEE Transactions on Acoustics Speech and Signal Processing | Aug 1976 | 4,441 |
| 6 | Adaptive noise cancelling: Principles and applications Bernard Carlos Widrow, John R. Glover, J. McCool et al. · Proceedings of the IEEE | 1975 | 3,948 |
| 7 | Beamforming: a versatile approach to spatial filtering B.D. Van Veen, K.M. Buckley · IEEE ASSP Magazine | Apr 1988 | 3,907 |
| 8 | Speech enhancement using a minimum mean-square error log-spectral amplitude estimator Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1985 | 3,778 |
| 9 | Performance measurement in blind audio source separation Emmanuel Vincent, Rémi Gribonval, Cédric Févotte · IEEE Transactions on Audio Speech and Language Processing | 21 Jun 2006 | 2,983 |
| 10 | Adaptive filter theory Maurice Bellanger · Signal Processing | Jun 1987 | 2,978 |
| 11 | Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing | Dec 1984 | 2,877 |
| 12 | Implementation issues in spectrum sensing for cognitive radios Danijela Branislav Čabrić, Shridhar Mubaraq Mishra, R.W. Brodersen | 31 Mar 2005 | 2,602 |
| 13 | An algorithm for linearly constrained adaptive array processing O.L. Frost · Proceedings of the IEEE | 1972 | 2,543 |
| 14 | Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference G. David Forney · IEEE Transactions on Information Theory | May 1972 | 2,475 |
| 15 | An Algorithm for Intelligibility Prediction of Time–Frequency Weighted Noisy Speech Cees Taal, Richard Christian Hendriks, Richard R. Heusdens et al. · IEEE Transactions on Audio Speech and Language Processing | 16 Feb 2011 | 2,325 |
| 16 | Signal estimation from modified short-time Fourier transform Daniel W. Griffin, Jae S. Lim · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1984 | 2,144 |
| 17 | Fundamentals of Adaptive Filtering Paulo Sergio Ramirez · Kluwer international series in engineering and computer science | 2002 | 1,970 |
| 18 | What Is a Savitzky-Golay Filter? [Lecture Notes] Ronald W. Schafer · IEEE Signal Processing Magazine | 20 Jun 2011 | 1,815 |
| 19 | An alternative approach to linearly constrained adaptive beamforming L.J. Griffiths, C. Jim · IEEE Transactions on Antennas and Propagation | 1982 | 1,791 |
| 20 | Sparse Sensing With Co-Prime Samplers and Arrays Palghat P. Vaidyanathan, Piya Pal · IEEE Transactions on Signal Processing | 5 Nov 2010 | 1,749 |
| 21 | Correntropy: Properties and Applications in Non-Gaussian Signal Processing Weifeng Liu, Puskal P. Pokharel, José Carlos Príncipe · IEEE Transactions on Signal Processing | 23 Oct 2007 | 1,711 |
| 22 | Kernel density estimation via diffusion Z. I. Botev, J. F. Grotowski, D. P. Kroese · The Annals of Statistics | 16 Aug 2010 | 1,673 |
| 23 | Matrix pencil method for estimating parameters of exponentially damped/undamped sinusoids in noise Yingbo Hua, Tapan K. Sarkar · IEEE Transactions on Acoustics Speech and Signal Processing | May 1990 | 1,559 |
| 24 | Noise power spectral density estimation based on optimal smoothing and minimum statistics Rainer Martin · IEEE Transactions on Speech and Audio Processing | Jul 2001 | 1,516 |
| 25 | Robust adaptive beamforming using worst-case performance optimization: a solution to the signal mismatch problem Sergiy A. Vorobyov, Alex B. Gershman, Z.-Q. Luo · IEEE Transactions on Signal Processing | Feb 2003 | 1,508 |
| 26 | Bayesian probabilistic matrix factorization using Markov chain Monte Carlo Ruslan Salakhutdinov, Andriy Mnih | 2008 | 1,462 |
| 27 | On robust Capon beamforming and diagonal loading Jian Li, Petre Stoica, Zhisong Wang · IEEE Transactions on Signal Processing | 23 Jun 2003 | 1,441 |
| 28 | Posterior Cramer-Rao bounds for discrete-time nonlinear filtering Petr Tichavský, Carlos Horacio Muravchik, Arye Nehorai · IEEE Transactions on Signal Processing | May 1998 | 1,438 |
| 29 | A Regression Approach to Speech Enhancement Based on Deep Neural Networks Yong Xu, Jun Juan Du, Li-Rong Dai et al. · IEEE/ACM Transactions on Audio Speech and Language Processing | 21 Oct 2014 | 1,436 |
| 30 | Equivariant adaptive source separation J.-F. Cardoso, B.H. Laheld · IEEE Transactions on Signal Processing | 1996 | 1,357 |
| 31 | A Perfect Smoother Paul H.C. Eilers · Analytical Chemistry | 30 May 2003 | 1,350 |
| 32 | Improved SCF convergence acceleration P. Pulay · Journal of Computational Chemistry | Dec 1982 | 1,327 |
| 33 | Projection approximation subspace tracking Bin Yang · IEEE Transactions on Signal Processing | 1995 | 1,279 |
| 34 | Stationary and nonstationary learning characteristics of the LMS adaptive filter Bernard Carlos Widrow, J. McCool, Michael G. Larimore et al. · Proceedings of the IEEE | 1976 | 1,269 |
| 35 | Active noise control: a tutorial review S.M. Kuo, Dennis R. Morgan · Proceedings of the IEEE | Jun 1999 | 1,268 |
| 36 | A new approach to multipath correction of constant modulus signals John R. Treichler, B.G. Agee · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1983 | 1,260 |
| 37 | A statistical model-based voice activity detection Jongseo Sohn, Nam Soo Kim, Wonyong Sung · IEEE Signal Processing Letters | 1999 | 1,246 |
| 38 | Performance study of conditional and unconditional direction-of-arrival estimation Petre Stoica, Arye Nehorai · IEEE Transactions on Acoustics Speech and Signal Processing | 1990 | 1,232 |
| 39 | Diffusion LMS Strategies for Distributed Estimation Federico S. Cattivelli, Ali H. Sayed · IEEE Transactions on Signal Processing | 8 Oct 2009 | 1,192 |
| 40 | Splitting the unit delay [FIR/all pass filters design] T.I. Laakso, Vesa Välimäki, Matti Karjalainen et al. · IEEE Signal Processing Magazine | 1996 | 1,157 |
| 41 | A Fast Computational Algorithm for the Discrete Cosine Transform Wen-Hsiung Chen, Cassady Smith, S. Fralick · IRE Transactions on Communications Systems | Sep 1977 | 1,153 |
| 42 | A computer program for designing optimum FIR linear phase digital filters James H. McClellan, Thomas W. Parks, L. R. Rabiner · IEEE Transactions on Audio and Electroacoustics | Dec 1973 | 1,146 |
| 43 | Enhancement and bandwidth compression of noisy speech Jeong Sik Lim, A.V. Oppenheim · Proceedings of the IEEE | 1979 | 1,139 |
| 44 | On Training Targets for Supervised Speech Separation Yuxuan Wang, Arun Narayanan, DeLiang Wang · IEEE/ACM Transactions on Audio Speech and Language Processing | 28 Aug 2014 | 1,134 |
| 45 | Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis Cassio Guimaraes Lopes, Ali H. Sayed · IEEE Transactions on Signal Processing | 16 Jun 2008 | 1,128 |
| 46 | A variable step size LMS algorithm Raymond H. S. Kwong, E.W. Johnston · IEEE Transactions on Signal Processing | Jul 1992 | 1,104 |
| 47 | Genetic algorithms and their applications K.S. Tang, K.F. Man, Sam Kwong et al. · IEEE Signal Processing Magazine | 1996 | 1,102 |
| 48 | Training-based MIMO channel estimation: a study of estimator tradeoffs and optimal training signals Mehrzad Biguesh, Alex B. Gershman · IEEE Transactions on Signal Processing | 21 Feb 2006 | 1,031 |
| 49 | A Schur method for solving algebraic Riccati equations Alan J. Laub · IEEE Transactions on Automatic Control | Dec 1979 | 1,023 |
| 50 | Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria Tuomas I. Virtanen · IEEE Transactions on Audio Speech and Language Processing | Mar 2007 | 1,020 |
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 a field when OpenAlex files it under one of the field's topics; 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.