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Abstract: . Transform-domain adaptive filters refer to LMS filters whose inputs are preprocessed with a unitary dataindependent transformation followed by a power normalization stage. The transformation is typically chosen to be the discrete Fourier transform (DFT), although other transformations such as the cosine transform (DCT), the Hartley transform (DHT), or the Walsh-Hadamard transform, have also been proposed in the literature. The resulting algorithms are generally called DFT-LMS, DCT-LMS, etc.... (Update)
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BibTeX entry: (Update)
F. Beaufays and B. Widrow. Transform Domain Adaptive Filters: An Analytical Approach. IEEE Trans. on Signal Processing, 43(2), February 1995. http://citeseer.ist.psu.edu/beaufays95transformdomain.html More
@misc{ beaufays95transform,
author = "F. Beaufays and B. Widrow",
title = "Transform Domain Adaptive Filters: An Analytical Approach",
text = "F. Beaufays and B. Widrow. Transform Domain Adaptive Filters: An Analytical
Approach. IEEE Trans. on Signal Processing, 43(2), February 1995.",
year = "1995",
url = "citeseer.ist.psu.edu/beaufays95transformdomain.html" }
Citations (may not include all citations):815 Adaptive Filter Theory (context) - Haykin - 1991
373 Adaptive Signal Processing (context) - Widrow, Stearns - 1985
222 Adaptive switching circuits (context) - Widrow, Hoff - 1960
222 Adaptive switching circuits (context) - Widrow, Hoff - 1960
154 Digital Control of Dynamic Systems (context) - Franklin, Powell et al. - 1990
52 Orthogonal transforms for digital signal processing (context) - Ahmed, Rao - 1975
41 Frequency-domain and multirate adaptive filtering (context) - Shynk - 1992
35 Discrete cosine transform (context) - Rao, Yip - 1990
18 Transform domain LMS algorithm (context) - Narayan, Peterson et al. - 1983
17 The complex LMS algorithm (context) - Widrow, McCool et al. - 1975
12 The use of orthogonal transforms for improving performance o.. (context) - Marshall, Jenkins et al. - 1989
5 A normalized frequency domain lms adaptive algorithm (context) - Bershad, Feintuch - 1986
4 Chelsea Publishing Company (context) - Grenander, Szego et al. - 1984
3 Information Systems Laboratory (context) - Gray, circulant et al. - 1977
3 A weighted normalized frequency domain lms adaptive algorith.. (context) - Florian, Bershad - 1988
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