摘要
在无线传感器网络(WSNs)中,合适的分簇方法对于网络的能量损耗和能量均衡至关重要,通过采用自组织映射神经网络和萤火虫算法,以寻求最优解,从而获取合适的分簇,并且在数据传输阶段采用新的路由协议。实验表明:通过这些方法可以延长网络存活时间和均衡网络结构。
In WSNs,clustering method is very important to energy consumption and energy balance of network.Through self organizing map( SOM) and firely algorithm( FA),to search optimal solution,thus obtain appropriate cluster,and at the phase of data transmission,adopt new routing protocol. Experiment show that through these methods,can prolong lifetime of networks and balance network structure.
出处
《传感器与微系统》
CSCD
2015年第9期114-116,共3页
Transducer and Microsystem Technologies
关键词
无线传感器网络
自组织映射
萤火虫算法
分簇路由协议
wireless sensor networks(WSNs)
self organizing map(SOM)
firely algorithm(FA)
clustering routing protocol