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一种基于模糊推理的自组网成簇控制策略
Clustering control strategy based on fuzzy reasoning in MANET
【摘要】 研究了模糊控制技术的使用.对于每种度量,定义了相应的模糊隶属度函数用于预测一个更稳定的链路,实现了一个模糊推理规则库以产生每种链路的模糊代价,并提出一种基于移动预测机制的δ-度约束的分布式成簇策略.成簇问题可归结为寻找一个极大独立集问题,给出了算法及其正确性证明.仿真结果表明,该方法的稳定性优于HD算法和LCC算法.
【Abstract】 The use of fuzzy controlling techniques is investigated. For each metric, a fuzzy membership function is defined to predict a more stable link. A fuzzy-inference rule base is implemented to generate the fuzzy cost of each link. A δ-degree clustering algorithm based on a mobility prediction scheme is proposed in a distributed manner. The clustering can be reduced to finding a maximal independent set (MIS) problem. An algorithm is proposed, and the correctness of the algorithm is proved. Simulation results show that the proposed scheme outperforms LCC and HD clustering algorithms.
【Key words】 mobile ad-hoc network; maximal independent set; clustering; δ-degree; fuzzy reasoning;
- 【文献出处】 控制与决策 ,Control and Decision , 编辑部邮箱 ,2004年11期
- 【分类号】TN929.5
- 【被引频次】5
- 【下载频次】145