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 | ||||||
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Additional Information: | © 1998 IEEE. Supported by Lockheed Martin Missiles & Space Grant. | ||||||
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DOI: | 10.1109/ACC.1998.688442 | ||||||
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: | 10 Nov 2021 20:38 |
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