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An estimation-based approach to the design of adaptive IIR filters

Sayyarrodsari, Bijan and How, Jonathan P. and Hassibi, Babak and Carrier, Alain (1998) An estimation-based approach to the design of adaptive IIR filters. In: Proceedings of the 1998 American Control Conference. Vol.5. IEEE , Piscataway, NJ, pp. 3148-3152. ISBN 0-7803-4530-4. https://resolver.caltech.edu/CaltechAUTHORS:20150217-073428156

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Abstract

We present an estimation-based approach to the design of adaptive IIR filters. We also use this approach to design adaptive filters when a feedback signal from the output of the adaptive filter contaminates the reference signal. We use an H∞ criterion to cast the problem as a nonlinear H∞ filtering problem, and present an approximate linear H∞ filtering solution. This linear filtering solution is then used to adapt the adaptive IIR Filter. The presentation of the proposed adaptive algorithm is done in the context of an adaptive active noise cancellation problem. Simulations are used to examine the performance of the proposed estimation-based adaptive algorithm.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/ACC.1998.688442DOIArticle
Additional Information:© 1998 IEEE. Supported by Lockheed Martin Missiles & Space Grant.
Funders:
Funding AgencyGrant Number
Lockheed Martin Missiles & SpaceUNSPECIFIED
Record Number:CaltechAUTHORS:20150217-073428156
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20150217-073428156
Official Citation:B. Sayyarrodsari, J. P. How, B. Hassibi and A. Carrier, "An estimation-based approach to the design of adaptive IIR filters," Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207), Philadelphia, PA, USA, 1998, pp. 3148-3152 vol.5. doi: 10.1109/ACC.1998.688442
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:54847
Collection:CaltechAUTHORS
Deposited By: Shirley Slattery
Deposited On:27 Feb 2015 00:52
Last Modified:03 Oct 2019 08:01

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