中文摘要：

针对无线传感器网络的能量损耗问题，提出一种基于自组织神经网络的分簇成链路由协议RBCSC。该协议借鉴经典低功耗自适应集簇分层型（LEACH）协议的算法，采用自组织神经网络进行分簇，并运用贪婪算法成链。仿真实验结果表明，与LEACH协议相比，RBCSC协议可减少网络节点能耗，延长网络生存周期。

英文摘要：

Aiming at the problem of energy consumption in Wireless Sensor Network（WSN）, this paper gives a Routing Based on Clustering Self organizing map and Chain（RBCSC） in WSN. Based on the Low Energy Adaptive Clustering Hierarchy （LEACH） protocol, the key algorithm of the protocol is that the network is clustered by Self Organizing Mapping（SOM）, and chained by greed algorithm, it improves the clustering of LEACH protocol. Simulation results show that the RBCSC protocol is less energy consumption and longer survival time than those of LEACH orotocol.