Title :
An Approach Using Genetic Algorithm on Channel Assignment in Cellular Network
Author :
Gupta, Shyam Sunder ; Sharma, Fanindra Mohan ; Gupta, Deepak
Author_Institution :
Dept. of Comput. Eng., Siddhant Coll. of Eng., Pune, India
Abstract :
In this paper an efficient method based on genetic algorithm is proposed to solve channel assignment problem, the frequencies are assigned to the requested calls in a cellular mobile network subject to electromagnetic compatibility constraints such that a required bandwidth is minimized and proper genetic operators are used. The performance of the proposed method is evaluated by solving two channel assignment problems. The results show that this method can find equal or better solution with a minimum required bandwidth in comparison with the other algorithms investigated in the paper.
Keywords :
cellular radio; channel allocation; electromagnetic compatibility; genetic algorithms; mobile radio; cellular mobile network; cellular network; channel assignment; electromagnetic compatibility; genetic algorithm; Bandwidth; Biological cells; Conferences; Electromagnetic compatibility; Genetic algorithms; Land mobile radio cellular systems; Cellular Radio Network; Channel Assignment Problem; Genetic Algorithm; components;
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2011 International Conference on
Conference_Location :
Katra, Jammu
Print_ISBN :
978-1-4577-0543-4
Electronic_ISBN :
978-0-7695-4437-3
DOI :
10.1109/CSNT.2011.163