Title :
Novel design of FIR digital filters with arbitrary magnitude and phase specifications based on Chaotic Imperialist Competitive Algorithm
Author :
Sherbabaki, A.Y.
Author_Institution :
Dept. of Electr. Eng., Sadjad Inst. of Higher Educ., Mashhad, Iran
Abstract :
An efficient nonlinear global optimization approach is utilized to design digital finite-impulse response filters with arbitrary complex frequency responses in the least-squares sense. The adopted numerical optimization technique is based upon the well-known Imperialist Competitive Algorithm (ICA). Hear we enhanced the performance of the ICA with use of improved chaos iteration circle map. This implementation known as Chaotic ICA (CICA). Several examples and comparisons to the existing methods are presented to illustrate the effectiveness and flexibility of CICA method.
Keywords :
FIR filters; chaos; digital filters; frequency response; nonlinear programming; FIR digital filters; arbitrary complex frequency responses; arbitrary magnitude; chaos iteration circle map; chaotic ICA; chaotic imperialist competitive algorithm; nonlinear global optimization; phase specifications; Algorithm design and analysis; Band pass filters; Chaos; Delay; Filtering theory; Finite impulse response filter; Finite-impulse response (FIR) filter; Improved circle map; chaotic imperialist competitive algorithm (CICA); least-square objective function;
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2011 1st International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4673-5712-8
DOI :
10.1109/ICCKE.2011.6413341