DocumentCode :
2513530
Title :
Fixed-point digital IIR filter design using multi-objective optimization evolutionary algorithm
Author :
Wang, Yu ; Li, Zhengdong ; Zhengdong Li
Author_Institution :
Dept. of Electron. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
fYear :
2010
fDate :
28-30 Nov. 2010
Firstpage :
174
Lastpage :
177
Abstract :
The research of designing floating-point digital infinite-impulse response (IIR) filter using multi-objective optimization evolutionary algorithm (MOEA) is a newly emerged research field. However, none of previous work takes notice of the fixed-point representation in the MOEA based digital IIR filter design research. In this paper, we introduce fixed-point representation in a new local search operator enhanced multi-objective evolutionary algorithm (LS-MOEA), which is specifically proposed for multi-objective optimization digital IIR filter design problems, to form a new version LS-MOEA with floating-point representation (LS-MOEA-FR). The effectiveness and efficiency of LS-MOEA-FR is verified on four types of digital IIR filter design problems, including low pass (LP), high pass (HP), band pass (BP) and band stop (BS).
Keywords :
IIR filters; evolutionary computation; fixed point arithmetic; logic design; network synthesis; evolutionary algorithm; fixed-point digital IIR filter design; fixed-point representation; floating-point digital infinite-impulse response filter; local search operator; multiobjective optimization; Algorithm design and analysis; Digital signal processing; Evolutionary computation; IIR filters; Optimization; Quantization; Search problems; Multi-objective optimization; digital infinite-impulse response (IIR) filter; evolutionary algorithm; fixed-point representation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Computing and Telecommunications (YC-ICT), 2010 IEEE Youth Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8883-4
Type :
conf
DOI :
10.1109/YCICT.2010.5713073
Filename :
5713073
Link To Document :
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