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A UWB 3D Localization Algorithm Based on Residual Weighting

机译:基于残差加权的UWB 3D定位算法

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This paper proposed an improved algorithm based on Chan algorithm to improve the accuracy of three-dimensional (3D) positioning. For the 3D indoor positioning based on ultra wide band (UWB), the positioning accuracy is reduced due to non-line-of-sight environment (NLOS). Analyzing the TDOA wireless positioning technology based on UWB and deducing the Chan algorithm which can be applied to 3D positioning. The UWB locates the base station group, uses the three-dimensional Chan algorithm to estimate the tag coordinates for each group of base stations, and use the error by using the residual value weighting method. The simulation results show that the positioning accuracy of the estimated position of the tag is significantly improved by the residual weighting method. When the noise variance is 0.5, the average root mean square error is 0. 53m, which can effectively suppress the influence of NLOS.
机译:提出了一种基于Chan算法的改进算法,以提高三维定位的精度。对于基于超宽带(UWB)的3D室内定位,由于非视线环境(NLOS),降低了定位精度。分析了基于UWB的TDOA无线定位技术,推导了可应用于3D定位的Chan算法。 UWB定位基站组,使用三维Chan算法估算每组基站的标签坐标,并通过残值加权法使用误差。仿真结果表明,残差加权法可以显着提高标签估计位置的定位精度。当噪声方差为0.5时,平均均方根误差为0. 53m,可以有效地抑制NLOS的影响。

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