Interference cancellation using a fuzzy real coded evolutionary algorithm

Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda

Research output: Contribution to conferencePaper

Abstract

A novel method is presented for adaptive canceling of sinusoidal disturbance. It uses a real coded evolutionary algorithm with fuzzy recombination for adjusting the parametric vector of an adaptive finite impulse response filter. For testing the algorithm we applied It to the problem of measurement environmental noise using an array of hydrophones towed by a vessel. We show detailed results at every point in the adaptive process using graphics. Comparative tests were performed varying the recombination method, ihe selection method.
Original languageAmerican English
Pages228-234
Number of pages204
StatePublished - 1 Dec 2003
EventProceedings of the International Conference on Artificial Intelligence IC-AI 2003 -
Duration: 1 Dec 2003 → …

Conference

ConferenceProceedings of the International Conference on Artificial Intelligence IC-AI 2003
Period1/12/03 → …

Fingerprint

cancellation
interference
FIR filters
hydrophones
vessels
disturbances
adjusting

Cite this

Montiel, O., Castillo, O., Melin, P., & Sepúlveda, R. (2003). Interference cancellation using a fuzzy real coded evolutionary algorithm. 228-234. Paper presented at Proceedings of the International Conference on Artificial Intelligence IC-AI 2003, .
Montiel, Oscar ; Castillo, Oscar ; Melin, Patricia ; Sepúlveda, Roberto. / Interference cancellation using a fuzzy real coded evolutionary algorithm. Paper presented at Proceedings of the International Conference on Artificial Intelligence IC-AI 2003, .204 p.
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Montiel, O, Castillo, O, Melin, P & Sepúlveda, R 2003, 'Interference cancellation using a fuzzy real coded evolutionary algorithm', Paper presented at Proceedings of the International Conference on Artificial Intelligence IC-AI 2003, 1/12/03 pp. 228-234.

Interference cancellation using a fuzzy real coded evolutionary algorithm. / Montiel, Oscar; Castillo, Oscar; Melin, Patricia; Sepúlveda, Roberto.

2003. 228-234 Paper presented at Proceedings of the International Conference on Artificial Intelligence IC-AI 2003, .

Research output: Contribution to conferencePaper

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Montiel O, Castillo O, Melin P, Sepúlveda R. Interference cancellation using a fuzzy real coded evolutionary algorithm. 2003. Paper presented at Proceedings of the International Conference on Artificial Intelligence IC-AI 2003, .