A Wireless Sensor Network Based Personnel Positioning Scheme in Coal Mines with Blind Areas

被引:38
作者
Liu, Zhigao [1 ]
Li, Chunwen [1 ]
Wu, Danchen [2 ]
Dai, Wenhan [2 ]
Geng, Shaobo [2 ]
Ding, Qingqing [2 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
personnel global positioning; wireless sensor networks; tunnel network model; global positioning method; LOCALIZATION METHOD; LOCATION ESTIMATION; SYSTEM; AOA;
D O I
10.3390/s101109891
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper proposes a novel personnel positioning scheme for a tunnel network with blind areas, which compared with most existing schemes offers both low-cost and high-precision. Based on the data models of tunnel networks, measurement networks and mobile miners, the global positioning method is divided into four steps: (1) calculate the real time personnel location in local areas using a location engine, and send it to the upper computer through the gateway; (2) correct any localization errors resulting from the underground tunnel environmental interference; (3) determine the global three-dimensional position by coordinate transformation; (4) estimate the personnel locations in the blind areas. A prototype system constructed to verify the positioning performance shows that the proposed positioning system has good reliability, scalability, and positioning performance. In particular, the static localization error of the positioning system is less than 2.4 m in the underground tunnel environment and the moving estimation error is below 4.5 m in the corridor environment. The system was operated continuously over three months without any failures.
引用
收藏
页码:9891 / 9918
页数:28
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