On the performance of wireless source-location using TDOA measurements under poor geometry

T. Zhang, Chun Zhang, Sheng Zhang, Zhihua Wang
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引用次数: 1

Abstract

Booming wireless connectivity has boosted the interest of source-location in various types of network. The existing performance evaluations of source-location algorithms infrequently focus on the geometry issue, which also has considerable impact on the accuracy of source-location. This paper presents analysis and illustrations of the geometry issue for the time-difference-of-arrival (TDOA) method. Several common source-location algorithms are reviewed, followed by the simulation tests of positioning performance under variants of geometry and different measurement errors. Results indicate that positioning algorithms also work under the examined cases of poor geometry, and an RMSE of below 0.3m can be achieved, which implies that the deviation of time-difference measurement error should be no greater than 33 ps.
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差几何条件下使用TDOA测量的无线源定位性能研究
蓬勃发展的无线连接促进了各种类型网络对源定位的兴趣。现有的源定位算法的性能评估很少关注几何问题,这对源定位的精度也有很大的影响。本文对到达时间差法的几何问题进行了分析和说明。综述了几种常用的源定位算法,并对不同几何形状和不同测量误差下的定位性能进行了仿真测试。结果表明,该定位算法在检测几何形状较差的情况下也能正常工作,RMSE在0.3m以下,这意味着时差测量误差的偏差应不大于33 ps。
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