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Fast convergence algorithm for adaptive IIR notch filter using combination of genetic search and variable step-size algorithm

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4 Author(s)
Benjangkaprasert, C. ; Dept. of Inf. Eng., King Mongkut''s Inst. of Technol., Bangkok, Thailand ; Phuvasitkul, S. ; Limwong, W. ; Janchitrapongvej, K.

In this paper, the combination of genetic algorithm and a new variable step-size algorithm for a second-order adaptive IIR notch filter is presented. The objective of the new algorithm is to optimize the filter coefficient. The results of computer simulation show that the new algorithm provides a good performance such as fast convergence rate, low mean square error and noise robustness. In addition, the new algorithm is also applied to cancel 50-Hz power line interference in the recording of electrocardiograms signal.

Published in:
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE  (Volume:2 )

Date of Conference: 12-15 Oct. 2003

Page(s):
948 - 952 vol.2
Print ISBN:
0-7803-8125-4
INSPEC Accession Number:
7938623
Digital Object Identifier :
10.1109/ITSC.2003.1252626

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