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
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