Adaptive FIR filtering based on bounded error constraints

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

Abstract

In this paper, we examine the performance of adaptive FIR algorithms in the presence of bounded disturbances. In particular, we examine adaptive algorithms based on gradient MSE estimators, gradient estimators with dead-zone thresholds, and Set Membership estimators. The paper starts with a simple example of bursting phenomenon and continues by describing the algorithms and their properties. The paper also gives analytical results on the performance of these estimators and closes by proposing an algorithm that provides both MSE and instantaneous maximum amplitude error (in the limsup sense) performance guarantees.

Original languageEnglish (US)
Title of host publicationConference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992
PublisherIEEE Computer Society
Pages15-19
Number of pages5
ISBN (Electronic)0818631600
DOIs
StatePublished - Jan 1 1992
Event26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992 - Pacific Grove, United States
Duration: Oct 26 1992Oct 28 1992

Publication series

NameConference Record - Asilomar Conference on Signals, Systems and Computers
ISSN (Print)1058-6393

Conference

Conference26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992
CountryUnited States
CityPacific Grove
Period10/26/9210/28/92

Fingerprint

Adaptive algorithms

ASJC Scopus subject areas

  • Signal Processing
  • Computer Networks and Communications

Cite this

Tsakalis, K., Deisher, M., & Spanias, A. (1992). Adaptive FIR filtering based on bounded error constraints. In Conference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992 (pp. 15-19). [269266] (Conference Record - Asilomar Conference on Signals, Systems and Computers). IEEE Computer Society. https://doi.org/10.1109/ACSSC.1992.269266

Adaptive FIR filtering based on bounded error constraints. / Tsakalis, Konstantinos; Deisher, Michael; Spanias, Andreas.

Conference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992. IEEE Computer Society, 1992. p. 15-19 269266 (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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

Tsakalis, K, Deisher, M & Spanias, A 1992, Adaptive FIR filtering based on bounded error constraints. in Conference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992., 269266, Conference Record - Asilomar Conference on Signals, Systems and Computers, IEEE Computer Society, pp. 15-19, 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992, Pacific Grove, United States, 10/26/92. https://doi.org/10.1109/ACSSC.1992.269266
Tsakalis K, Deisher M, Spanias A. Adaptive FIR filtering based on bounded error constraints. In Conference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992. IEEE Computer Society. 1992. p. 15-19. 269266. (Conference Record - Asilomar Conference on Signals, Systems and Computers). https://doi.org/10.1109/ACSSC.1992.269266
Tsakalis, Konstantinos ; Deisher, Michael ; Spanias, Andreas. / Adaptive FIR filtering based on bounded error constraints. Conference Record of the 26th Asilomar Conference on Signals, Systems and Computers, ACSSC 1992. IEEE Computer Society, 1992. pp. 15-19 (Conference Record - Asilomar Conference on Signals, Systems and Computers).
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