Adaptive Weighted Data Fusion Based on Evidence Theory

摘要：

An adaptive weighted data fusion method in multi-sensor system is described. No prior distribution information or historical data is needed, evidence theory and fault-tolerant model are applied to judge the data’s quality(precision) , and which is used to determine the weight of each sensor. From the result of numerical examples a conclusion can be drawn that the proposed method performs well on estimate precision and robustness.

作者: XIONG Yanming MAO Ling YANG Zhanping Li Shiling

作者单位: Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang,Sichuan,China School of Electronic Engineering, University of Electronic Science and Technology of China

会议类型: 国际会议

会议名称: 2010 International Conference on Communications,Circuits and Systems(2010年通信、电路与系统国际会议)

会议地点: 成都

会议语种:英文

页码: 405-408

在线出版日期: 2010-06-28（万方平台首次上网日期，不代表论文的发表时间）