基于权重和适合因子的WSN节能分簇路由算法
Weight and Fitness-based Energy-Efficient Clustering routing Algorithm for WSN
提高网络吞吐量,均衡网络中节点的能耗,延长网络存活时间一直是无线传感器网络路由协议的首要设计目标。本文针对LEACH算法的不足,提出了一种基于权重和适合因子的WSN节能分簇路由算法(WF-EECA)。在LEACH协议簇首的选择机制中引入了权重因子W作为调节参数进行簇首选举,并引用层次分析法 (Analytic Hierarchy Process,AHP) 确定出了权值系数;在非簇首节点的归属机制中引入了成簇代价因子F,考虑了节点与簇首的距离、簇首的剩余能量以及与基站的距离等相关因素。仿真结果表明,该算法能平衡节点的通信能耗,显著延长了整个网络的寿命。
Improving the data throughput, balancing nodes energy consumption and prolonging survival time in the sensor network is always the primary design goal on routing protocol. In this paper, being aimed at the drawbacks of LEACH algorithm, an algorithm that Weight and Fitness-based Energy-Efficient Clustering routing Algorithm for WSN(WF-EECA) is proposed . In the cluster-heads selection mechanism of LEACH, weight factor W is introduced as adjusting parameter to choose cluster-heads,and AHP (Analytic Hierarchy Process, the AHP) is also citied to work out weight coefficients; In the attribution mechanism of non cluster-head node ,the clustering cost factor C is introduced, considering the distance between nodes and cluster-heads,cluster-head's residual energy and distance from base station,etc.The simulation result shows that this algorithm effectively reduces the communication energy consumption and achives an obvious improvement on the network lifetime.
夏季文、马福昌、乔学工
无线通信通信
无线传感器网络LEACH分簇算法权重适合因子
WSNLEACHclustering algorithmweightfitness
夏季文,马福昌,乔学工.基于权重和适合因子的WSN节能分簇路由算法[EB/OL].(2011-04-08)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201104-189.点此复制
评论