DocumentCode
2612653
Title
Optimal design of Cosine Modulated Filter Banks using quantum-behaved particle swarm optimization algorithm
Author
Tan, Fangqing ; Zhang, Tianqi ; Gao, Chunxia ; Huang, Liechao
Author_Institution
Chongqing Key Lab. of Signal & Inf. Process., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Volume
5
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
2280
Lastpage
2284
Abstract
In the paper, a new method for designing Cosine Modulated Filter Banks (CMFB) is proposed, the prototype filter is designed by optimization method. Firstly, the method appropriately relaxes the limit conditions for perfect reconstruction, the design problem of CMFB is formulated as a nonlinear and unconstrained optimization of an objective function, which stopband cutoff frequency is fixed, passband cutoff frequency is adjusted to minimize the cost function which satisfies reconstruction condition, and directly designs the prototype filter. The simulation results illustrate the proposed method and its improvement over other methods in terms of amplitude distortion, aliasing distortion, signal to noise ratio and reconstruction performance.
Keywords
band-stop filters; channel bank filters; particle swarm optimisation; quantum computing; signal reconstruction; aliasing distortion; amplitude distortion; cosine modulated filter banks; cost function; optimal design; passband cutoff frequency; prototype filter; quantum-behaved particle swarm optimization algorithm; reconstruction condition; reconstruction performance; signal to noise ratio; stopband cutoff frequency; Algorithm design and analysis; Filter banks; Filtering algorithms; Finite impulse response filter; Image reconstruction; Optimization; Prototypes; Cosine Modulated Filter Banks; Nearly Perfect Reconstruction; Quantum-behaved Particle Swarm Optimization algorithm; prototype filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9304-3
Type
conf
DOI
10.1109/CISP.2011.6100708
Filename
6100708
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