• DocumentCode
    2304953
  • Title

    Design of optimal complex spreading codes for DS-CDMA using an evolutionary approach

  • Author

    Natarajan, Balasubramaniam ; Das, Sanjoy ; Stevens, Daniel

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Kansas State Univ., Manhattan, KS, USA
  • Volume
    6
  • fYear
    2004
  • fDate
    29 Nov.-3 Dec. 2004
  • Firstpage
    3882
  • Abstract
    The paper proposes a novel evolutionary approach to spreading code design in DS-CDMA. Specifically, a multiobjective evolutionary algorithm is used to generate complex spreading sequences that are optimized with respect to average mean square cross correlation and/or autocorrelation properties. A theoretical model is developed in order to demonstrate the optimality of the generated codes. The proposed algorithm enables spreading code design with no constraints on the code length. Furthermore, it is possible to generate K≥N codes of length N with very little cost in correlation properties. This results in significant capacity enhancement in DS-CDMA systems.
  • Keywords
    code division multiple access; codes; evolutionary computation; optimisation; sequences; spread spectrum communication; DS-CDMA; average mean square autocorrelation; average mean square cross correlation; capacity enhancement; complex spreading sequences; multiobjective evolutionary algorithm; optimal complex spreading code design; Autocorrelation; Bandwidth; Bit error rate; Costs; Error correction; Error correction codes; Evolutionary computation; Gold; Multiaccess communication; Multiple access interference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
  • Print_ISBN
    0-7803-8794-5
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2004.1379095
  • Filename
    1379095