• DocumentCode
    479335
  • Title

    The Application of Genetic and Simulated Annealing Algorithm in FBG Sensor Network

  • Author

    Wang, YuBao ; Fan, XiaoYu ; Zhang, LinLin ; Lu, GuoWei ; Yao, Yue ; Zhang, ZhiChao

  • Author_Institution
    Coll. of Inf. Sci. & Eng., YanShan Univ., Qinhuangdao
  • fYear
    2008
  • fDate
    12-14 Oct. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The genetic and simulated annealing algorithm (GASA) is used for optimizing the wavelength-division multiplexed (WDM) fiber Bragg gratings(FBGs) sensor network to detect wavelength detection accuracy of a few micro-strains even when the spectrums of FBGs are in partially or completely overlapped .The method could avoid some troubles of traditional methods ,such as arduous trial-and-error procedure , premature convergence in genetic algorithm(GA) and search blindness in simulated annealing algorithm(SA). Experiments show that the application of the GASA in the FBG sensor network can adjust the optimization population and seek the global optimal result .Experimental results demonstrated the strain wavelength detection accuracy up to 1muepsiv has been achieved and a linear response are presented. Also the method improves the calculation efficiency greatly.
  • Keywords
    Bragg gratings; fibre optic sensors; genetic algorithms; simulated annealing; wavelength division multiplexing; FBG sensor network; genetic and simulated annealing algorithm; wavelength-division multiplexed fiber Bragg gratings; Bragg gratings; Fiber gratings; Genetics; Optical attenuators; Optical sensors; Sensor arrays; Sensor systems; Simulated annealing; Wavelength division multiplexing; Wavelength measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-2107-7
  • Electronic_ISBN
    978-1-4244-2108-4
  • Type

    conf

  • DOI
    10.1109/WiCom.2008.3024
  • Filename
    4681213