| 一种减小NLOS影响的TDOA/AOA数据融合定位算法 |
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| 引用本文： | 毛永毅,李明远,张宝军.一种减小NLOS影响的TDOA/AOA数据融合定位算法[J].西安电子科技大学学报,2008,35(5):942-945. |
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| 作者姓名： | 毛永毅 李明远 张宝军 |
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| 作者单位： | [1]西安邮电学院电信系,陕西西安710061 [2]西安交通大学电子与信息工程学院,陕西西安710049 |
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| 摘 要： | 提出了到达时间差/到达角数据融合定位算法.利用RBF神经网络对到达时间差的测量值进行修正以减小非视距传播影响,然后利用到达时间差定位算法和到达角定位算法分别估算移动台位置,最后对到达时间差和到达角定位结果进行加权平均得到移动台位置.仿真结果表明该算法在郊区、一般市区和闹市区环境下均能够有效地提高定位精度和可靠性.
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| 关 键 词： | 非视距传播 到达时间差 到达角 数据融合 |
| 收稿时间： | 2007-09-13 |
Effective TDOA/AOA data fusion location algorithm for mitigating the influence of the NLOS propagation |
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| MAO Yong-yi,LI Ming-yuan,ZHANG Bao-jun.Effective TDOA/AOA data fusion location algorithm for mitigating the influence of the NLOS propagation[J].Journal of Xidian University,2008,35(5):942-945. |
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| Authors: | MAO Yong-yi LI Ming-yuan ZHANG Bao-jun |
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| Affiliation: | (1. Dept. of Electronic and Information, Xi’an Univ. of Post and Telecommunications, Xi’an 710061， China;2. School of Electronics and Information Engineering, Xi’an Jiaotong Univ., Xi’an 710049， China) ; |
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| Abstract: | A time difference of arrival/angle of arrival(TDOA/AOA) data fusion location algorithm is proposed.The RBF neural network is made use of to correct the measurement of TDOA to mitigate the effect of the non-line-of-sight(NLOS) propagation,then the position of MS is calculated by the TDOA location algorithm and AOA location algorithm,and finally the position of MS is determined by the weighted average of TDOA and AOA location results.Simulation results indicate that this algorithm can significantly improve th... |
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| Keywords: | non-line-of-sight time difference of arrival angle of arrival data fusion |
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