Cooperative Positioning Based on UWB and MDS

被引:0
|
作者
Zhang, Che [1 ]
机构
[1] North Eastern Univ, Sydney Smart Technol Coll, Qinhuangdao, Hebei, Peoples R China
关键词
cooperative positioning; swarm drones; ultra-wideband; multidimensional scaling;
D O I
10.1109/ICICSE61805.2024.106225697
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In GNSS-denied environments, swarm drones struggle to obtain accurate location information, thus limiting their applications. Cooperative positioning involves utilizing wireless ranging among drones to determine their relative positions. This article assumes each drone is equipped with ultra-wideband (UWB) nodes, and the swarm drones generates a distance-squared matrix through bidirectional ranging. Then, the multidimensional scaling (MDS) algorithm is employed to compute the relative coordinates of the swarm drones using the generated distance-squared matrix. Simulation results demonstrate the effectiveness of cooperative positioning in both two-dimensional and three-dimensional scenarios and provide insights into the positioning errors under various ranging noise influences. The simulation results validate the feasibility of this UWB and MDS-based cooperative positioning approach.
引用
收藏
页码:115 / 119
页数:5
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