Polyphase analysis of subband adaptive filters

Stephan Weiss, Robert Stewart, Moritz Harteneck, Alexander Stenger

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

1 Citation (Scopus)

Abstract

Based on a polyphase analysis of a subband adaptive filter (SAF) system, it is possible to calculate the optimum subband impulse responses to which the SAF system will converge. We give some insight into how these optimum impulse responses are calculated, and discuss two applications of our technique. Firstly, the performance limitations of an SAF system can be explored with respect to the minimum mean square error performance. Secondly, fullband impulse responses can be correctly projected into the subband domain, which is required for example for translating constraints for subband adaptive beamforming. Examples for both applications are presented.
LanguageEnglish
Title of host publicationConference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999
Place of PublicationNew York
PublisherIEEE
Pages903-907
Number of pages5
Volume2
ISBN (Print)0780357000
DOIs
Publication statusPublished - Oct 1999
Event33rd Asilomar Conference on Signals, Systems, and Computers - Pacific Grove, CA, United States
Duration: 24 Oct 199927 Oct 1999

Conference

Conference33rd Asilomar Conference on Signals, Systems, and Computers
CountryUnited States
CityPacific Grove, CA
Period24/10/9927/10/99

Fingerprint

Adaptive filters
Impulse response
Beamforming
Mean square error

Keywords

  • acoustics
  • adaptive filters
  • array signal processing
  • filter bank
  • error analysis
  • polyphase analysis
  • subband adaptive filters

Cite this

Weiss, S., Stewart, R., Harteneck, M., & Stenger, A. (1999). Polyphase analysis of subband adaptive filters. In Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999 (Vol. 2, pp. 903-907). New York: IEEE. https://doi.org/10.1109/ACSSC.1999.831840
Weiss, Stephan ; Stewart, Robert ; Harteneck, Moritz ; Stenger, Alexander. / Polyphase analysis of subband adaptive filters. Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999. Vol. 2 New York : IEEE, 1999. pp. 903-907
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Weiss, S, Stewart, R, Harteneck, M & Stenger, A 1999, Polyphase analysis of subband adaptive filters. in Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999. vol. 2, IEEE, New York, pp. 903-907, 33rd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, United States, 24/10/99. https://doi.org/10.1109/ACSSC.1999.831840

Polyphase analysis of subband adaptive filters. / Weiss, Stephan; Stewart, Robert; Harteneck, Moritz; Stenger, Alexander.

Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999. Vol. 2 New York : IEEE, 1999. p. 903-907.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

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Weiss S, Stewart R, Harteneck M, Stenger A. Polyphase analysis of subband adaptive filters. In Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers, 1999. Vol. 2. New York: IEEE. 1999. p. 903-907 https://doi.org/10.1109/ACSSC.1999.831840