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