异步定位系统中锚点坐标的自动设置方法

Tan Wang, Hui Xiong, Hong Ding, Linhua Zheng
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引用次数: 0

摘要

对于各种定位算法,通常有两种类型的节点:锚点和代理点。agent位置未知,需要定位,锚点作为参考点,位置已知。然而,在实际应用中,锚点位置的确定并不是一件容易的事情,而且随着锚点数量的增加,人工定位锚点会变得很无聊。此外,在定位过程中,锚点位置可能会受到一些不可控干扰而发生改变,从而导致定位误差较大。针对上述问题,本文提出了一种锚点位置未知假设下锚点相对坐标的自动设置方法。我们首先基于瞬变模型估计锚点相对时钟偏差。然后,通过时钟偏差估计的补偿运算,共同确定锚点之间的飞行时间和锚点的位置。最后,采用到达时间差(TDOA)方法对agent进行定位。基于Decawave DWIOOO超宽带系统进行了实际实验,验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automatic Setup Method for Anchor Coordinate in Asynchronous Localization System
For variety of localization algorithms, there are usually two types of node: anchor and agent. The agent has unknown position and need to be located, while the anchor is used as reference point with perfect known location. However, determining anchor position is not an easy task in practically, and manually localizing anchors is boring with increasing of anchor’s number. Moreover, anchor position may be changed by some uncontrollable interference during the localization period, which leads to significant localization error. In this paper, we propose an automatic setup method for anchor relative coordinate under the assumption with anchor position unknown to address the above problem. We first estimate the anchor relative clock skew based on the blink model. Then, the time-of-flight (TOF) among anchors and positions of anchors are jointly determined by a compensated operation using clock skew estimation. Finally, time-difference-of-arrival (TDOA) method is applied to locate the agent. Practical experiment based on Decawave DWIOOO UWB system is carried out to verify the validity of the algorithms in this paper.
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