Novel Design of FIR Digital Filters With Arbitrary Magnitude and Phase Specifications Based on Chaotic Imperialist Competitive Algorithm

被引:0
|
作者
Sherbabaki, Ali Yousefi [1 ]
机构
[1] Sadjad Inst Higher Educ, Dept Elect Engn, Mashhad, Iran
关键词
Finite-impulse response (FIR) filter; chaotic imperialist competitive algorithm (CICA); Improved circle map; least-square objective function; LEAST-SQUARES DESIGN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
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页码:144 / 149
页数:6
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