• DocumentCode
    605184
  • Title

    Application-Specific Genetic Algorithm Targeting the Complexity of Parameter Selection in LOS Outdoors Optical Wireless Channel

  • Author

    El Yakzan, Adnan ; Green, Ron ; Hines, E.

  • Author_Institution
    Sch. of Eng., Univ. of Warwick, Coventry, UK
  • fYear
    2013
  • fDate
    10-12 April 2013
  • Firstpage
    167
  • Lastpage
    171
  • Abstract
    A genetic optimized approach, targeting the complexity of parameter selection in a line-of-sight (LOS) optical wireless channel, is presented. The algorithm produced is an application-specific algorithm that utilizes the concept of evolutionary algorithms to present an optimized solution for external parameter selection that leads an optimum bit-error-rate at the receiver photodiode. The algorithm can accomplish the task of showing instantaneous status of the channel with acceptable complexity and reliability. The analysis shows that the proposed algorithm might be of benefit for tackling similar problems by adapting the upper and lower bounds of parameters, and the fitness function governing the generated population.
  • Keywords
    genetic algorithms; optical communication; radiocommunication; wireless channels; LOS outdoor optical wireless channel; application-specific genetic algorithm; bit-error-rate; channel complexity; channel reliability; evolutionary algorithm; fitness function; parameter selection; receiver photodiode; Complexity theory; Genetic algorithms; Optical receivers; Reliability; Sociology; Statistics; Wireless communication; BER; LOS; NIR; application-specific; fitness function; genetic algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Modelling and Simulation (UKSim), 2013 UKSim 15th International Conference on
  • Conference_Location
    Cambridge
  • Print_ISBN
    978-1-4673-6421-8
  • Type

    conf

  • DOI
    10.1109/UKSim.2013.30
  • Filename
    6527410