Title :
A Recursive Variable Fractional Delay FIR Filters Design Scheme Using Particle Swarm Optimization Algorithm
Author :
Sun, Dongyan ; Zhao, Jiaxiang ; Zhao, Xiaoming
Author_Institution :
Dept. of Commun. Eng., Nankai Univ., Tianjin, China
Abstract :
A novel recursive scheme to compute the global and robust optimal variable fractional delay (VFD) filters based on the Particle Swarm Optimization (PSO) is developed in this paper. If the PSO is directly used to compute an optimal VFD filter the particles with high dimension might be yielded, which could require a long convergence time. Our recursive scheme invokes only the particles with much smaller dimension at each step of the computation. Experimental results demonstrate the effectiveness of the proposed approach.
Keywords :
FIR filters; particle swarm optimisation; recursive estimation; FIR filters design; particle swarm optimization; recursive variable fractional delay; Algorithm design and analysis; Delay effects; Design optimization; Finite impulse response filter; Frequency response; Genetic algorithms; Particle swarm optimization; Passband; Robustness; Transfer functions; Farrow structure; PSO; dimension of particle; variable fractional delay;
Conference_Titel :
Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3835-8
Electronic_ISBN :
978-0-7695-3816-7
DOI :
10.1109/AICI.2009.288