Measuring performance limits of subband adaptive systems

Alexander Stenger, Rudolf Rabenstein, Stephan Weiss, Robert Stewart

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

2 Citations (Scopus)

Abstract

We discuss a method to measure the convergence limits of general subband adaptive systems due to non-ideal filter banks. Aliasing caused in such filter bank presents a distortion to the subband adaptive system which forms a lower limit for the minimum mean squared error. The accuracy of the achievable model is given by the transfer function of the filter bank. To measure both aliasing and filter bank distortions, we employ the measurement technique by Heinle and Schussler (see Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Atlanta, GA, p.2754-57, 1996). The presented approach is applicable to a wide range of subband adaptive filter systems. Examples for the measured limits are presented.
LanguageEnglish
Title of host publicationConference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998.
Place of PublicationNew York
PublisherIEEE
Pages1176-1180
Number of pages5
ISBN (Print)0780351487
DOIs
Publication statusPublished - Nov 1998
Event32nd Asilomar Conference on Signals, Systems, and Computers - Pacific Grove, CA, United Kingdom
Duration: 1 Nov 19984 Nov 1998

Conference

Conference32nd Asilomar Conference on Signals, Systems, and Computers
CountryUnited Kingdom
CityPacific Grove, CA
Period1/11/984/11/98

Fingerprint

Adaptive systems
Filter banks
Speech processing
Adaptive filters
Transfer functions
Signal processing
Acoustics

Keywords

  • acoustic distortion
  • acoustic measurements
  • adaptive filters
  • adaptive signal processing

Cite this

Stenger, A., Rabenstein, R., Weiss, S., & Stewart, R. (1998). Measuring performance limits of subband adaptive systems. In Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998. (pp. 1176-1180). New York: IEEE. https://doi.org/10.1109/ACSSC.1998.751512
Stenger, Alexander ; Rabenstein, Rudolf ; Weiss, Stephan ; Stewart, Robert. / Measuring performance limits of subband adaptive systems. Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998. . New York : IEEE, 1998. pp. 1176-1180
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Stenger, A, Rabenstein, R, Weiss, S & Stewart, R 1998, Measuring performance limits of subband adaptive systems. in Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998. . IEEE, New York, pp. 1176-1180, 32nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, United Kingdom, 1/11/98. https://doi.org/10.1109/ACSSC.1998.751512

Measuring performance limits of subband adaptive systems. / Stenger, Alexander; Rabenstein, Rudolf; Weiss, Stephan; Stewart, Robert.

Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998. . New York : IEEE, 1998. p. 1176-1180.

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

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T1 - Measuring performance limits of subband adaptive systems

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AU - Weiss, Stephan

AU - Stewart, Robert

PY - 1998/11

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N2 - We discuss a method to measure the convergence limits of general subband adaptive systems due to non-ideal filter banks. Aliasing caused in such filter bank presents a distortion to the subband adaptive system which forms a lower limit for the minimum mean squared error. The accuracy of the achievable model is given by the transfer function of the filter bank. To measure both aliasing and filter bank distortions, we employ the measurement technique by Heinle and Schussler (see Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Atlanta, GA, p.2754-57, 1996). The presented approach is applicable to a wide range of subband adaptive filter systems. Examples for the measured limits are presented.

AB - We discuss a method to measure the convergence limits of general subband adaptive systems due to non-ideal filter banks. Aliasing caused in such filter bank presents a distortion to the subband adaptive system which forms a lower limit for the minimum mean squared error. The accuracy of the achievable model is given by the transfer function of the filter bank. To measure both aliasing and filter bank distortions, we employ the measurement technique by Heinle and Schussler (see Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Atlanta, GA, p.2754-57, 1996). The presented approach is applicable to a wide range of subband adaptive filter systems. Examples for the measured limits are presented.

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KW - acoustic measurements

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Stenger A, Rabenstein R, Weiss S, Stewart R. Measuring performance limits of subband adaptive systems. In Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1998. . New York: IEEE. 1998. p. 1176-1180 https://doi.org/10.1109/ACSSC.1998.751512