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Efficient geo-location estimation system using two-dimensional MUSIC algorithm

机译:使用二维MUSIC算法的高效地理位置估计系统

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摘要

In this paper, we propose an efficient two-dimensional geo-location estimation system for mobile social security robots, where the location is obtained by direction of arrival (DOA) and time of arrival (TOA) of the radio signal. The proposed system requires only one reference signal while the conventional systems generally demand more than three reference signals. For estimating TOA and DOA information simultaneously, we employ a two-dimensional multiple signal classification (2-D MUSIC) algorithm. In addition, the performance analysis of proposed system is provided in terms of location accuracy and computational complexity by comparing it with two-dimensional Matrix Pencil (2-D MP) algorithm. The simulation results show that the proposed geo-location estimation system achieves the positioning accuracy within 3 meters in 2 kilo-meters coverage which is usable for mobile robots.
机译:在本文中,我们提出了一种用于移动社保机器人的高效二维地理位置估计系统,该位置通过无线电信号的到达方向(DOA)和到达时间(TOA)获得。所提出的系统仅需要一个参考信号,而常规系统通常需要三个以上的参考信号。为了同时估计TOA和DOA信息,我们采用了二维多信号分类(2-D MUSIC)算法。另外,通过与二维矩阵铅笔(2-D MP)算法进行比较,从定位精度和计算复杂度的角度对所提出系统进行了性能分析。仿真结果表明,所提出的地理位置估计系统在2公里覆盖范围内可实现3米以内的定位精度,可用于移动机器人。

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