DocumentCode :
3135042
Title :
A Genetic-Algorithm Based Approach for the Design of Delay Equalizers
Author :
Ahmad, Sabbir U. ; Antoniou, Andreas
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria Univ., BC
fYear :
2006
fDate :
38838
Firstpage :
763
Lastpage :
766
Abstract :
A genetic-algorithm (GA) based optimization approach for the design of delay equalizers is presented. In the proposed approach, an objective function based on the passband filter-equalizer group delay is constructed and the equalizer coefficients are treated as the chromosomes to be optimized. The GA employs an adaptive perturbation technique for crossovers whereby the elements of a parent chromosome are perturbed by small amounts to obtain an offspring. The required equalizer is built by adding new second-order sections until the desired accuracy is achieved. Experimental results show that the GA based approach can achieve stable delay equalizers that would satisfy arbitrary prescribed specifications pertaining to the flatness of the group delay with respect to the passband
Keywords :
band-pass filters; equalisers; genetic algorithms; perturbation theory; recursive filters; adaptive perturbation technique; chromosome; delay equalizer; genetic-algorithm; optimization approach; passband filter-equalizer group delay; recursive filter; Algorithm design and analysis; Biological cells; Delay; Design optimization; Equalizers; Finite impulse response filter; Genetic algorithms; IIR filters; Passband; Signal processing algorithms; IIR filters; delay equalizers; genetic algorithms; optimization; recursive filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Computer Engineering, 2006. CCECE '06. Canadian Conference on
Conference_Location :
Ottawa, Ont.
Print_ISBN :
1-4244-0038-4
Electronic_ISBN :
1-4244-0038-4
Type :
conf
DOI :
10.1109/CCECE.2006.277520
Filename :
4054595
Link To Document :
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