A Cooperative Localization Algorithm Based on UAV Platform

Lu Zhang, Jianbo Yang, Ziyan Zhang, Peng Cai
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Abstract

Aiming at the location of fixed radiation source, a cooperative location method combining TDOA location and FDOA (frequency difference location) is proposed based on UAV platform and directional antenna. Firstly, relying on the directional antenna of the UAV platform and based on the received signal strength, the method roughly locates the radiation source and searches the best location point, so that the radiation source is located at the vertical position of the two location points; Then, according to the TDOA location and FDOA algorithms, the emitter location is calculated cooperatively; Finally, the positioning accuracy is simulated and analyzed. The results show that when the time difference measurement and frequency difference measurement are controlled within a certain range, the error of joint positioning can be controlled in a small range, which is inversely proportional to the distance between the two positioning points and directly proportional to the distance between the radiation source and the positioning point. This method makes full use of the UAV mobile search function to optimize the positioning points, and then cooperates with TDOA and frequency difference positioning, which can effectively improve the positioning efficiency while reducing the point position error.
基于无人机平台的协同定位算法
针对固定辐射源的定位问题,提出了一种基于无人机平台和定向天线的TDOA定位和FDOA(频差定位)相结合的协同定位方法。首先,该方法依托无人机平台定向天线,根据接收到的信号强度,对辐射源进行粗略定位并搜索最佳定位点,使辐射源位于两个定位点的垂直位置;然后,根据TDOA定位算法和FDOA算法协同计算发射极位置;最后对定位精度进行了仿真分析。结果表明,当时差测量和频差测量控制在一定范围内时,可将联合定位误差控制在较小的范围内,该范围与两个定位点之间的距离成反比,与辐射源与定位点之间的距离成正比。该方法充分利用无人机移动搜索功能对定位点进行优化,再配合TDOA和频差定位,可有效提高定位效率,同时减小点位误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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