Title :
Constrained genetic algorithm design of finite precision FIR linear phase raised cosine filters
Author :
Al-Hashimi, B.M. ; Somerset, W.P. ; Moniri, M.
Author_Institution :
Sch. of Eng., Staffordshire Polytech., Stafford, UK
fDate :
31 May-3 Jun 1998
Abstract :
This paper investigates the use of a genetic algorithm in the design of finite wordlength linear phase raised cosine FIR filters. The design of such filters not only involves meeting a specific amplitude response but also imposes time domain constraints on the impulse response in order to ensure zero intersymbol interference (ISI). It is shown that a genetic algorithm provides simple and effective techniques for the design of finite precision filters with both frequency and time domain constraints. Furthermore, the algorithm computational time is low with respect to filter order and is independent of word length. Two filter design examples are included demonstrating the effectiveness of the design method
Keywords :
FIR filters; delay circuits; digital filters; frequency response; genetic algorithms; intersymbol interference; algorithm computational time; amplitude response; constrained genetic algorithm design; finite precision FIR linear phase filters; frequency domain constraints; impulse response; intersymbol interference; raised cosine filters; time domain constraints; Algorithm design and analysis; Bandwidth; Design methodology; Finite impulse response filter; Frequency domain analysis; Genetic algorithms; Interference constraints; Intersymbol interference; Nonlinear filters; Signal processing algorithms;
Conference_Titel :
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4455-3
DOI :
10.1109/ISCAS.1998.694528