• DocumentCode
    1195882
  • Title

    Two Distributed Algorithms for the Frequency Assignment Problem in the Field of Radio Broadcasting

  • Author

    Idoumghar, Lhassane ; Schott, René

  • Author_Institution
    LMIA, Univ. de Haute Alsace, Mulhouse, France
  • Volume
    55
  • Issue
    2
  • fYear
    2009
  • fDate
    6/1/2009 12:00:00 AM
  • Firstpage
    223
  • Lastpage
    229
  • Abstract
    The frequency assignment problem involves the assignment of discrete frequencies to the transmitters of a radio network, such as a radio broadcasting network. Frequency separation is necessary to avoid interference by other transmitters to the signal received from the wanted transmitter at the reception region. Here, it is of major importance to minimize the interference while at the same time using the spectrum efficiently. In this paper we present two original distributed algorithms implemented on clusters of PCs used to solve the frequency assignment problem in the field of radio broadcasting. The first one is based on the island distributed implementation of our hybrid genetic algorithm. The second one uses a distributed cooperative Tabu Search. Experimental results show that our algorithms, applied to several instances given by TDF-C2R, lead to important time performance improvements.
  • Keywords
    frequency allocation; radio broadcasting; discrete frequencies; distributed algorithms; distributed cooperative Tabu Search; frequency assignment problem; frequency separation; radio broadcasting; Clustering algorithms; Distributed algorithms; Frequency; Genetic algorithms; Interference; Personal communication networks; Process planning; Radio broadcasting; Radio network; Radio transmitters; Cooperative tabu search algorithm; frequency assignment problem; hybrid algorithms; parallel genetic algorithms; radio broadcasting;
  • fLanguage
    English
  • Journal_Title
    Broadcasting, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9316
  • Type

    jour

  • DOI
    10.1109/TBC.2008.2012023
  • Filename
    4802011