A weighted centroid localization algorithm based on received signal strength indicator for underground coal mine

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[1] [1,Han, Dong-Sheng
[2] Yang, Wei
[3] Liu, Yang
[4] Zhang, Yu
来源
Han, D.-S. (dshhan@gmail.com) | 1600年 / China Coal Society卷 / 38期
关键词
Coal mines - Location - Coal;
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摘要
A weighted centroid localization algorithm based on received signal strength indicator (RSSI) was proposed for underground mine disaster monitoring system which based on wireless sensor network (WSN). It firstly accessed to the path of decline index dynamically, and then calculated its own location by weighted centroid algorithm. When it accessed to the path of decline index dynamically, path loss exponent was calculated in location areas which accurately reflects the affect of the signal fading in different tunnel areas and enhances adaptive capacity to the environment of distance detection algorithm. Weighted centroid algorithm embodies the impact of each reference node to the centroid coordinate by weighted coefficients, which improves the accuracy of personnel localization. The experimental results show that the proposed algorithm achieves better positioning accuracy with simple calculation and process, which demonstrates it is suitable for coal mine environment.
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