Non-line-of-sight error mitigation in TDOA mobile location

Li Cong, W. Zhuang
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引用次数: 206

Abstract

We investigate the non-line-of-sight (NLOS) propagation identification and correction for time difference of arrival (TDOA) based mobile user location in wireless communication systems. Based on the defined TDOA residual, an NLOS base station identification algorithm is proposed. Different choices of the reference location for the residual calculation are compared via simulation. To correct the NLOS error with a certain distribution, we propose a maximum likelihood (ML) estimator for TDOA location systems. Simulation results demonstrate that the proposed NLOS recovering algorithm performs better than that using only LOS measurements, especially when the number of available base stations is small and/or the LOS base stations have an undesirable geometric layout.
TDOA移动定位中的非视距误差缓解
研究了无线通信系统中基于到达时差(TDOA)的移动用户定位的非视距(NLOS)传播识别和校正问题。在定义TDOA残差的基础上,提出了一种NLOS基站识别算法。通过仿真比较了残差计算参考位置的不同选择。为了修正具有一定分布的NLOS误差,我们提出了一种TDOA定位系统的最大似然估计器。仿真结果表明,当可用基站数量较少和/或LOS基站具有不理想的几何布局时,所提出的NLOS恢复算法优于仅使用LOS测量的NLOS恢复算法。
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