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Published in:
2012 | OriginalPaper | Chapter
Channel Assignment in Wireless Networks Using Simple Genetic Algorithms
Author : Li Ming Li
Published in: Recent Progress in Data Engineering and Internet Technology
Publisher: Springer Berlin Heidelberg
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Channel assignments in wireless telecommunication and mobile computing have been studied using a simple genetic algorithm. In genetic algorithm, each cell populates all channels and the fitness function is set a function as channel interferences. Co-channels constraints, adjacent channels constraints, and co-site channel constraints are considered and represented as an energy function. The minimum energy for each available channel is reported as the results of genetic algorithm. The channel with minimum energy is assigned to the incoming call. The simulation results show that genetic algorithm is better than fixed channel assignment in charging calls blocking problem.