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
Link To Document :
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