基于克隆选择算法的MANET簇化

以权值簇化算法——WCA为基础,利用人工免疫系统中的克隆选择算法来提高移动Ad-hoc网络的簇化性能,从而实现用尽可能少的全局优化簇头来管理尽可能多的簇成员,以保证MANET拓扑结构的相对稳定和合理。仿真结果表明,利用克隆选择算法优化后的WCA在簇的数量等许多方面均优于WCA算法。

MANET clustering based on clonal selection algorithm

In this paper,Weighted Clustering Algorithm(WCA) is optimized by means of clonal selection algorithm in artificial immune systems.Therefore clustering performance of Mobile Ad-hoc Networks(MANET) is enhanced,such that a smaller number of cluster-heads serve the maximum possible number of mobile nodes within their clusters to guarantee relative stability of topological construction in MANET.Simulation results show that the performance of the optimized WCA better than the original WCA in many aspects such as the number of cluster-heads and so on.