On implementation and design of filter banks for subband adaptive systems

Research output: Contribution to conferencePaper

Abstract

This paper introduces a polyphase implementation and design of an oversampled K-channel generalized DFT (GDFT) filter bank, which can be employed for subband adaptive filtering, and therefore is required to have a low aliasing level in the subband signals. A polyphase structure is derived which can be factorized into a real valued polyphase network and a GDFT modulation. For the latter, an FFT realization may be used, yielding a highly efficient polyphase implementation for arbitrary integer decimation ratios N les;K. We also present an analysis underlining the efficiency of complex valued subband processing. The design of the filter bank is completely based on the prototype filter and solved using a fast converging iterative least squares method, for which we give examples. The design specifications closely correspond with performance limits of subband adaptive filtering, which are under-pinned by simulation results.
LanguageEnglish
Pages12/1-12/8
Number of pages8
DOIs
Publication statusPublished - 20 Apr 1998
EventIEE Colloquium on Digital Filters: An Enabling Technology - London, United Kingdom
Duration: 20 Apr 199820 Apr 1998

Conference

ConferenceIEE Colloquium on Digital Filters: An Enabling Technology
CountryUnited Kingdom
CityLondon
Period20/04/9820/04/98

Fingerprint

Adaptive systems
Filter banks
Adaptive filtering
Design for testability
Fast Fourier transforms
Modulation
Specifications
Processing

Keywords

  • adaptive filters
  • computational complexity
  • filtering theory
  • filter banks
  • implementation
  • design
  • subband adaptive system

Cite this

Weiss, S., Harteneck, M., & Stewart, R. (1998). On implementation and design of filter banks for subband adaptive systems. 12/1-12/8. Paper presented at IEE Colloquium on Digital Filters: An Enabling Technology, London, United Kingdom. https://doi.org/10.1049/ic:19980295
Weiss, Stephan ; Harteneck, M ; Stewart, Robert. / On implementation and design of filter banks for subband adaptive systems. Paper presented at IEE Colloquium on Digital Filters: An Enabling Technology, London, United Kingdom.8 p.
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Weiss, S, Harteneck, M & Stewart, R 1998, 'On implementation and design of filter banks for subband adaptive systems' Paper presented at IEE Colloquium on Digital Filters: An Enabling Technology, London, United Kingdom, 20/04/98 - 20/04/98, pp. 12/1-12/8. https://doi.org/10.1049/ic:19980295

On implementation and design of filter banks for subband adaptive systems. / Weiss, Stephan; Harteneck, M; Stewart, Robert.

1998. 12/1-12/8 Paper presented at IEE Colloquium on Digital Filters: An Enabling Technology, London, United Kingdom.

Research output: Contribution to conferencePaper

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T1 - On implementation and design of filter banks for subband adaptive systems

AU - Weiss, Stephan

AU - Harteneck, M

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N2 - This paper introduces a polyphase implementation and design of an oversampled K-channel generalized DFT (GDFT) filter bank, which can be employed for subband adaptive filtering, and therefore is required to have a low aliasing level in the subband signals. A polyphase structure is derived which can be factorized into a real valued polyphase network and a GDFT modulation. For the latter, an FFT realization may be used, yielding a highly efficient polyphase implementation for arbitrary integer decimation ratios N les;K. We also present an analysis underlining the efficiency of complex valued subband processing. The design of the filter bank is completely based on the prototype filter and solved using a fast converging iterative least squares method, for which we give examples. The design specifications closely correspond with performance limits of subband adaptive filtering, which are under-pinned by simulation results.

AB - This paper introduces a polyphase implementation and design of an oversampled K-channel generalized DFT (GDFT) filter bank, which can be employed for subband adaptive filtering, and therefore is required to have a low aliasing level in the subband signals. A polyphase structure is derived which can be factorized into a real valued polyphase network and a GDFT modulation. For the latter, an FFT realization may be used, yielding a highly efficient polyphase implementation for arbitrary integer decimation ratios N les;K. We also present an analysis underlining the efficiency of complex valued subband processing. The design of the filter bank is completely based on the prototype filter and solved using a fast converging iterative least squares method, for which we give examples. The design specifications closely correspond with performance limits of subband adaptive filtering, which are under-pinned by simulation results.

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KW - computational complexity

KW - filtering theory

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Weiss S, Harteneck M, Stewart R. On implementation and design of filter banks for subband adaptive systems. 1998. Paper presented at IEE Colloquium on Digital Filters: An Enabling Technology, London, United Kingdom. https://doi.org/10.1049/ic:19980295