DocumentCode :
2051458
Title :
Fault-tolerant image filter design using GA
Author :
Bao, Zhiguo ; Wang, Fangfang ; Zhao, Xiaoming ; Watanabe, Takahiro
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
fYear :
2010
fDate :
21-24 Nov. 2010
Firstpage :
897
Lastpage :
902
Abstract :
This paper describes mixed constrained image filter design with fault tolerant using Genetic Algorithm (GA) on a reconfigurable processing array. There may be some faulty Configurable Logic Blocks (CLBs) in a reconfigurable processing array at random. The proposed method with GA autonomously synthesizes a filter fitted to the reconfigurable device with some faults, evaluating the complexity, power and signal delay in both CLBs and wires. An image filter for noise reduction is experimentally synthesized to verify the validity of our method. By evolution, the quality of the optimized image filter on a reconfigurable device with a few faults is almost same as that with no fault.
Keywords :
fault tolerance; genetic algorithms; image processing; interference suppression; CLB; GA; configurable logic blocks; fault tolerant; genetic algorithm; image filter; noise reduction; reconfigurable processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON 2010 - 2010 IEEE Region 10 Conference
Conference_Location :
Fukuoka
ISSN :
pending
Print_ISBN :
978-1-4244-6889-8
Type :
conf
DOI :
10.1109/TENCON.2010.5686557
Filename :
5686557
Link To Document :
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