Multi-sensor Data Fusion Algorithm of Triangle Module Operator in WSN

被引:3
|
作者
Yu, Yanan [1 ]
Feng, Xiufang [1 ]
Hu, Jingxian [2 ]
机构
[1] Taiyuan Univ Technol, Dept Comp Sci & Technol, Taiyuan, Peoples R China
[2] Finance & Trade Training Ctr, Shanxi Vocat & Tech Coll, Taiyuan, Peoples R China
来源
2014 10TH INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR NETWORKS (MSN) | 2014年
关键词
Wireless Sensor Networks; multi-sensor data fusion; TMMDF algorithm; negligent errors; OLSF support function; triangle module operator;
D O I
10.1109/MSN.2014.21
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Data fusion is an important method for saving energy in Wireless Sensor Networks (WSNs). For the applications of the WSNs most widely use numerical data, multi sensor data fusion TMMDF algorithm is designed in this paper. TMMDF algorithm uses Dixon method to eliminate negligent errors in the original data. Then we use OLSF support function to calculate data on each data set and the mean value of support. Finally, we need to select the appropriate triangle module operator fusion to obtain the final fusion results. TMMDF algorithm has low computational complexity and high integration accuracy. Simulation results show that TMMDF algorithm has higher accuracy and robustness.
引用
收藏
页码:105 / 111
页数:7
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