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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
TENCON 2010 - 2010 IEEE Region 10 Conference
         
        
            Conference_Location : 
Fukuoka
         
        
        
            Print_ISBN : 
978-1-4244-6889-8
         
        
        
            DOI : 
10.1109/TENCON.2010.5686557