An Improved Method of Self-Adaptive Localization for Wireless Sensor Network in Dynamic Indoor Environment

被引:0
作者
Ni Hu-Sheng [1 ,2 ]
Xu Wu-Jun [1 ,2 ]
Li Yuan-Yuan [1 ,2 ]
Tao Meng-Yue [1 ,2 ]
Song Shi-Chao [1 ,2 ]
Fan Hong [1 ,2 ]
机构
[1] Donghua Univ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
[2] Donghua Univ, Engn Res Ctr Digitized Text & Fash Technol, Minist Educ, Shanghai 201620, Peoples R China
来源
PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE | 2012年
关键词
Indoor Localization; Received-Signal-Strength Indication; Self-Adaptive for Environment; Wireless Sensor Network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
According to the defects of the classic method of received-signal-strength indication (RSSI) for indoor localization, such as the larger location errors and the sensitivity to the dynamic environment, an improved self-adaptive localization method for indoor dynamic environment is proposed. In the improved method, firstly the location errors of beacon nodes are obtained by initial position based on self-amended environment path loss exponent; secondly the coordinates of the blind nodes are calculated by the location errors of beacon nodes which is used as the weights of the weighted node centralized algorithm, and the coordinate errors can be compensated; Finally, the improved method is validated on the WSN platform from NI company, and result shows that the algorithm has a higher positioning accuracy and stability in dynamic indoor environment.
引用
收藏
页码:6574 / 6577
页数:4
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