Title :
Implementation of image processing applications with evolutionary fault recovery scheme
Author :
Yadegari, Elaheh ; Fakhraie, S. Mehdi
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Tehran, Tehran, Iran
Abstract :
This paper presents an evolutionary fault recovery scheme using Evolvable Hardware (EHW) to have reliable computations. The scheme is based on Genetic Algorithm as Evolutionary Algorithm used in EHW and uses Look Up Tables (LUTs) as basic reconfigurable elements. The scheme can recover a component with more than one fault and uses limited spare cells. The recovered hardware shows reasonable functionality when used in image processing applications. A 4-bit comparator, which is injected with up to 12 faults, is tested for an image median filtering. After recovery, there is only l.51dB loss in PNSR of the considered median filter.
Keywords :
genetic algorithms; image filtering; table lookup; 4-bit comparator; EHW; LUT; evolutionary algorithm; evolutionary fault recovery scheme; evolvable hardware; genetic algorithm; image median filtering; image processing; look up tables; Circuit faults; Fault tolerance; Fault tolerant systems; Field programmable gate arrays; Genetic algorithms; Hardware; Table lookup; Evolvable Hardware; Genetic Algorithm; fault recovery; image processing; reconfigurable hardware;
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999584