Title :
Design of IIR filters with simultaneous amplitude and group-delay characteristics using genetic algorithm
Author :
Abo-zahhad, Mohammed ; Ahmed, Sabah M.
Author_Institution :
Electron. Eng. Dept., Yarmouk Univ., Irbid, Jordan
Abstract :
This paper presents a new technique for the design of IIR digital filters with simultaneous amplitude and group-delay requirements. The filter stability is guaranteed by controlling the poles´ positions and the filter delay. This algorithm is based on genetic algorithm where the genetic parameters such as population size, number of generations, and crossover probability are adopted for designing filters with power of two, integer or real coefficients. The fitness function is defined as the simple reciprocal of sum squared of the magnitude and delay errors. The proposed method has been tested for the design of filters with different amplitude and group-delay specifications.
Keywords :
IIR filters; computational complexity; digital arithmetic; digital filters; genetic algorithms; pole assignment; IIR digital filters; amplitude requirements; canonical signed digit representation; delay errors; design technique; filter stability; fitness function; genetic algorithm; group-delay requirements; low arithmetic complexity; lowpass filter; pole positions; Algorithm design and analysis; Computational complexity; Delay; Design optimization; Digital filters; Finite impulse response filter; Genetic algorithms; IIR filters; Optimization methods; Stability;
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
DOI :
10.1109/ICECS.2003.1301715