• 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