• DocumentCode
    2832739
  • Title

    Channel assignment in cellular communication using a great deluge hyper-heuristic

  • Author

    Kendall, Graham ; Mohamad, Mazlan

  • Author_Institution
    Sch. of Comput. Sci. & IT, Nottingham Univ., UK
  • Volume
    2
  • fYear
    2004
  • fDate
    16-19 Nov. 2004
  • Firstpage
    769
  • Abstract
    This paper proposes a methodology for the channel assignment problem in the cellular communication industry. The problem considers the assignment of a limited channel bandwidth to satisfy a growing channel demand without violating electromagnetic interference constraints. The initial solution is generated using a random constructive heuristic. This solution is then improved by using a hyper-heuristic technique based on the great deluge algorithm. Our experimental results, on benchmarks data sets, gives promising results.
  • Keywords
    cellular radio; channel allocation; radiofrequency interference; cellular communication; channel assignment; electromagnetic interference constraint; great deluge hyper-heuristic algorithm; Bandwidth; Channel capacity; Electromagnetic interference; Frequency conversion; GSM; Interference constraints; Land mobile radio cellular systems; Radio spectrum management; Telecommunication traffic; Time division multiple access;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networks, 2004. (ICON 2004). Proceedings. 12th IEEE International Conference on
  • ISSN
    1531-2216
  • Print_ISBN
    0-7803-8783-X
  • Type

    conf

  • DOI
    10.1109/ICON.2004.1409283
  • Filename
    1409283