Proportionate subband adaptive filtering

Xin You See; Kong Aik Lee; Woon Seng Gan; Haizhou Li

doi:10.1109/ICALIP.2008.4590185

Proportionate subband adaptive filtering

Xin You See, Kong Aik Lee, Woon Seng Gan, Haizhou Li

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

8 Citations (Scopus)

Abstract

This paper explores the use of proportionate adaptation and subband adaptive filtering techniques for applications involving colored excitation and the modeling of sparse impulse response. It has been shown that proportionate adaptation technique is capable to deal with sparse environment, while subband adaptive filtering technique provides good convergence performance under colored excitation. This paper integrates both crucial functionalities into a single algorithm for applications like network and acoustic echo cancellation, and feedback cancellation in hearing aids. The efficacy of the proposed algorithm is examined and validated via simulations.

Original language	English
Title of host publication	ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings
Pages	128-132
Number of pages	5
DOIs	https://doi.org/10.1109/ICALIP.2008.4590185
Publication status	Published - Jul 2008
Externally published	Yes
Event	ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing - Shanghai, China Duration: 7 Jul 2008 → 9 Jul 2008

Publication series

Name	ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings

Conference

Conference	ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing
Country/Territory	China
City	Shanghai
Period	7/07/08 → 9/07/08

ASJC Scopus subject areas

Computer Science Applications
Computer Vision and Pattern Recognition

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

More information

10.1109/ICALIP.2008.4590185

Cite this

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title = "Proportionate subband adaptive filtering",

abstract = "This paper explores the use of proportionate adaptation and subband adaptive filtering techniques for applications involving colored excitation and the modeling of sparse impulse response. It has been shown that proportionate adaptation technique is capable to deal with sparse environment, while subband adaptive filtering technique provides good convergence performance under colored excitation. This paper integrates both crucial functionalities into a single algorithm for applications like network and acoustic echo cancellation, and feedback cancellation in hearing aids. The efficacy of the proposed algorithm is examined and validated via simulations.",

author = "See, \{Xin You\} and Lee, \{Kong Aik\} and Gan, \{Woon Seng\} and Haizhou Li",

year = "2008",

month = jul,

doi = "10.1109/ICALIP.2008.4590185",

language = "English",

isbn = "9781424417230",

series = "ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings",

pages = "128--132",

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note = "ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing ; Conference date: 07-07-2008 Through 09-07-2008",

}

See, XY, Lee, KA, Gan, WS & Li, H 2008, Proportionate subband adaptive filtering. in ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings., 4590185, ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings, pp. 128-132, ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Shanghai, China, 7/07/08. https://doi.org/10.1109/ICALIP.2008.4590185

Proportionate subband adaptive filtering. / See, Xin You; Lee, Kong Aik; Gan, Woon Seng et al.
ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings. 2008. p. 128-132 4590185 (ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

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AU - Lee, Kong Aik

AU - Gan, Woon Seng

AU - Li, Haizhou

PY - 2008/7

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N2 - This paper explores the use of proportionate adaptation and subband adaptive filtering techniques for applications involving colored excitation and the modeling of sparse impulse response. It has been shown that proportionate adaptation technique is capable to deal with sparse environment, while subband adaptive filtering technique provides good convergence performance under colored excitation. This paper integrates both crucial functionalities into a single algorithm for applications like network and acoustic echo cancellation, and feedback cancellation in hearing aids. The efficacy of the proposed algorithm is examined and validated via simulations.

AB - This paper explores the use of proportionate adaptation and subband adaptive filtering techniques for applications involving colored excitation and the modeling of sparse impulse response. It has been shown that proportionate adaptation technique is capable to deal with sparse environment, while subband adaptive filtering technique provides good convergence performance under colored excitation. This paper integrates both crucial functionalities into a single algorithm for applications like network and acoustic echo cancellation, and feedback cancellation in hearing aids. The efficacy of the proposed algorithm is examined and validated via simulations.

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DO - 10.1109/ICALIP.2008.4590185

M3 - Conference article published in proceeding or book

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SN - 9781424417230

T3 - ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings

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BT - ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing, Proceedings

T2 - ICALIP 2008 - 2008 International Conference on Audio, Language and Image Processing

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ER -

Proportionate subband adaptive filtering

Abstract

Publication series

Conference

ASJC Scopus subject areas

UN SDGs

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