DocumentCode
446761
Title
Design of FIR filters with arbitrary amplitude and phase specifications using genetic algorithm
Author
Ahmed, Sabah M.
Author_Institution
Dept. of Electr. & Electron. Eng., Assiut Univ., Egypt
Volume
2
fYear
2003
fDate
27-30 Dec. 2003
Firstpage
648
Abstract
In this paper we present efficient design algorithm for FIR filters with arbitrary amplitude and phase specifications using genetic algorithm. This algorithm provides flexibility in control the genetic algorithms parameters such as population size, number of generations, crossover probability and so on. Filters with binary, integer or real coefficients can be easily handled by the proposed method. This includes the multiplierless coefficients case. It has been tested for the design of filters with different amplitude and phase specifications. The fitness function was defined as the simple reciprocal of sum squared of the error.
Keywords
FIR filters; genetic algorithms; signal processing; FIR filter design; arbitrary amplitude specification; arbitrary phase specification; crossover probability; fitness function; flexibility; generations number; genetic algorithm; multiplierless coefficients; population size; Algorithm design and analysis; Biological cells; Digital filters; Distortion; Finite impulse response filter; Genetic algorithms; Genetic mutations; IIR filters; Signal processing algorithms; Signal restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
ISSN
1548-3746
Print_ISBN
0-7803-8294-3
Type
conf
DOI
10.1109/MWSCAS.2003.1562370
Filename
1562370
Link To Document