• DocumentCode
    3590072
  • Title

    A Genetic Algorithms based detector for MIMO STBC systems

  • Author

    Koudougnon, Herve ; Azouaoui, Ahmed ; Belkasmi, Mostafa

  • Author_Institution
    SIME Lab., Mohammed V Univ., Rabat, Morocco
  • fYear
    2014
  • Firstpage
    118
  • Lastpage
    123
  • Abstract
    This paper proposes a new STBC MIMO detector based on Genetic Algorithms (GA) that can approach the performances of an optimal detector based on the maximum likelihood detector (MLD). This detector is a hybridization between the GA and a linear detector such as ZF or MMSE detector. The optimization of the parameters of the GA can significantly improve performances. Our detector was compared with other equivalent detectors. The results show that our proposed algorithm gives better performance.
  • Keywords
    MIMO communication; genetic algorithms; least mean squares methods; maximum likelihood detection; space-time block codes; MIMO STBC systems; MLD; MMSE detector; genetic algorithms based detector; linear detector; maximum likelihood detector; parameters optimization; Biological cells; Modulation; Nickel; Sociology; Statistics; GA; MIMO; MMSE; STBC detector; ZF;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Codes, Cryptography and Communication Systems (WCCCS), 2014 5th Workshop on
  • Print_ISBN
    978-1-4799-7053-7
  • Type

    conf

  • DOI
    10.1109/WCCCS.2014.7107906
  • Filename
    7107906