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新型的热点簇中心定位算法及其应用
引用本文:周少武,黄博微,曾照福,周明辉,詹 杰. 新型的热点簇中心定位算法及其应用[J]. 通信学报, 2012, 33(5): 124-130
作者姓名:周少武  黄博微  曾照福  周明辉  詹 杰
作者单位:湖南科技大学 信息与电气工程学院,湖南湘潭,411201
基金项目:国家科技支撑计划课题基金资助项目(2007BAK23B03);国防基础科研计划基金资助项目(B3720110008);湖南省自然科学基金资助项目(09JJ9012)~~
摘    要:针对煤矿井下人员定位困难以及现有定位算法存在较大定位误差的问题,提出了一种适合煤矿井下环境的新的热点簇中心定位算法.该算法利用RSSI值对移动节点在定位区域中的位置进行归类,有效地解决了现有文献定位方法中存在的定位盲点问题,同时,提高了定位的实时性能和定位精度.数值仿真和实验结果证明了本方法的有效性.

关 键 词:定位  ZigBee  热点簇  权重

New type of hot spot cluster centered positioning algorithm and its application
ZHOU Shao-wu , HUANG Bo-wei , ZENG Zhao-fu , ZHOU Ming-hui , ZHAN Jie. New type of hot spot cluster centered positioning algorithm and its application[J]. Journal on Communications, 2012, 33(5): 124-130
Authors:ZHOU Shao-wu    HUANG Bo-wei    ZENG Zhao-fu    ZHOU Ming-hui    ZHAN Jie
Affiliation:(College of Information and Electrical Engineering,Hunan University of Science and Technology,Xiangtan 411201,China)
Abstract:Considering the facts that the personnel orientation in the coal mine was difficult,and the existing algorithm is of high fixed position error,a new algorithm of hot spot cluster centered positioning for terrain underground in the coal mine was designed.The locations of moving nodes in position area were classified by using the RSSI,and the blind spots problems of positioning,which was not explained by the locating method mentioned in the existing literatures,was solved efficiently by means of new algorithm.Besides,the algorithm improved the real time performance and the accuracy of positioning.The validity of new algorithm was verified by the result of numerical simulation and experiment.
Keywords:positioning  ZigBee  hot-spot-cluster  weight
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