Title :
A design approach to a hierarchical structure transversal filter using GA
Author :
Nakamura, S. ; Hoshi, T. ; Watanuki, S. ; Yoneyama, M.
Author_Institution :
Dept. of Electron. Eng., Tokyo Denki Univ., Tokyo, Japan
Abstract :
The purpose of this paper is to describe a direct design approach using a GA (Genetic Algorithm) to a HSTF(Hicarchical Structure Transversal Filter). A direct design approach of the HSTF is not easy because of highly nonlinear problem. So far. we took a two phase approach. However, this approach cannot give an accurate specification of the filter. We applied a GA into a direct design of the HSTF and could get some preferable results. A design example by GA will be given compared with that of the two phase design approach.
Keywords :
FIR filters; filtering theory; genetic algorithms; GA; HSTF; direct design approach; genetic algorithm; hicarchical structure transversal filter; hierarchical structure transversal filter; Computers; Electronic mail; Filtering algorithms; Finite impulse response filters; Maximum likelihood detection; Nonlinear filters; Transversal filters;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4