• DocumentCode
    2926670
  • Title

    Optimization of OFDM systems resources using multi-objective Estimation Distribution Algorithms

  • Author

    Annauth, R. ; Rughooputh, Harry C. S.

  • Author_Institution
    Dept. of Electr. Electron. Eng., Univ. of Mauritius, Réduit, Mauritius
  • fYear
    2012
  • fDate
    Oct. 30 2012-Nov. 2 2012
  • Firstpage
    703
  • Lastpage
    708
  • Abstract
    OFDM has been recognized as a promising technique for providing high spectral efficiency in future wireless system. In this paper, a novel optimization technique, the Estimation Distribution Algorithm (EDA) is proposed for multi-objective optimization of OFDM systems resources. The performance and effectiveness of the optimizer are analyzed and compared with the state of art NSGA II and multi-objective particle swarm optimization algorithm.
  • Keywords
    OFDM modulation; estimation theory; particle swarm optimisation; OFDM system resources optimization; high spectral efficiency; multiobjective estimation distribution algorithm; multiobjective optimization; multiobjective particle swarm optimization algorithm; wireless system; Communications technology; Decision support systems; Estimation Distribution Algorithms; OFDM; multi-objective optimization; probabilistic model; resource allocation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies (WICT), 2012 World Congress on
  • Conference_Location
    Trivandrum
  • Print_ISBN
    978-1-4673-4806-5
  • Type

    conf

  • DOI
    10.1109/WICT.2012.6409166
  • Filename
    6409166
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2926670