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
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;
Conference_Titel :
Networks, 2004. (ICON 2004). Proceedings. 12th IEEE International Conference on
Print_ISBN :
0-7803-8783-X
DOI :
10.1109/ICON.2004.1409283