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Received:July 24, 2012 Revised:August 28, 2012
Received:July 24, 2012 Revised:August 28, 2012
中文摘要: 无线传感器网络是一种新兴前沿技术. 节省能耗和延长网络寿命是无线传感器网络研究的核心课题之一, 通过信息融合算法减少数据传输量是延长网络节点寿命的有效途径, 研究了无线传感器网络中三种主要的信息融合算法, 并总结了算法的不足与改进方法.
Abstract:Wireless sensor network(WSN) is the front line of technique. To reduce the energy consumption and extend the network’s survival time is the key research problem in WSN. It is proposed that multi-sensor information fusion is an effective way to reduce the communication data and save the energy consumption. This paper introduces three information fusion algorithms in WSN, and summarizes the improving methods.
keywords: wireless sensor network information fusion D-S evidence theory BP neural network Kalman filter
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李强,张旭帆,王加,梁浩聪.无线传感器网络中的信息融合算法.计算机系统应用,2013,22(2):116-120,205
LI Qiang,ZHANG Xu-Fan,WANG Jia,LIANG Hao-Cong.Information Fusion Algorithm in Wireless Sensors Network.COMPUTER SYSTEMS APPLICATIONS,2013,22(2):116-120,205
李强,张旭帆,王加,梁浩聪.无线传感器网络中的信息融合算法.计算机系统应用,2013,22(2):116-120,205
LI Qiang,ZHANG Xu-Fan,WANG Jia,LIANG Hao-Cong.Information Fusion Algorithm in Wireless Sensors Network.COMPUTER SYSTEMS APPLICATIONS,2013,22(2):116-120,205