存在到达角估计误差和传感器定位误差时基于到达角定位的近似位置估计的推导

Do-Jin An, Joon-Ho Lee
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引用次数: 4

摘要

导出了基于到达角定位的近似位置估计的封闭表达式。本文假设AOA估计存在估计误差,传感器位置的估计可以表示为零均值高斯随机变量。推导是基于泰勒级数展开和一个过定线性系统的近似解。在推导式中明确显示了传感器定位误差和AOA估计误差对定位估计的影响,这意味着该结果可用于定位估计均方误差的封闭表达式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Derivation of an Approximate Location Estimate in Angle-of-Arrival Based Localization in the Presence of Angle-of-Arrival Estimate Error and Sensor Location Error
We derive closed-form expression of an approximate location estimate in angle-of-arrival (AOA)-based localization. In this paper, it is assumed that there is estimation error in AOA estimation and that estimates of sensor location can be expressed as zero-mean Gaussian random variable. The derivation is based on Taylor series expansion and an approximate solution of an over-determined linear system. The effect of sensor location error and AOA estimation error on the location estimate is explicitly shown in the derived expression, which implies that the result can be used for the closed-form expression of the mean-square-error of the location estimate.
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