• DocumentCode
    1213532
  • Title

    An evolutionary approach to designing complex spreading codes for DS-CDMA

  • Author

    Natarajan, Balasubramaniam ; Das, Sanjoy ; Stevens, Daniel

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Kansas State Univ., Manhattan, KS, USA
  • Volume
    4
  • Issue
    5
  • fYear
    2005
  • Firstpage
    2051
  • Lastpage
    2056
  • Abstract
    This paper proposes a novel evolutionary approach to spreading code design in direct sequence code division multiple access (DS-CDMA). Specifically, a multiobjective evolutionary algorithm (EA) is used to generate complex spreading sequences that are optimized with respect to the average mean-square cross- and/or autocorrelation (CC and/or AC) 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; mean square error methods; spread spectrum communication; DS-CDMA; average mean-square autocorrelation; average mean-square crosscorrelation; complex spreading codes; direct sequence code division multiple access; evolutionary approach; multiobjective evolutionary algorithm; AC generators; Algorithm design and analysis; Autocorrelation; Bit error rate; Costs; Direct-sequence code-division multiple access; Evolutionary computation; Gold; Multiaccess communication; Multiple access interference; Direct sequence code division multiple access (DS-CDMA); Pareto front; evolutionary algorithm; mean-square correlation; multiobjective optimization; spreading sequences;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1536-1276
  • Type

    jour

  • DOI
    10.1109/TWC.2005.853826
  • Filename
    1532190