Ultra-wideband and Visual Odometry Based Relative Localization for Multi-UAV System

Yikai Zhang, Bailing Tian, Hongming Chen
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引用次数: 1

Abstract

This paper proposes a relative localization algorithm for Multi-UAV system, in which each agent is able to estimate the relative position of its neighbor based on Ultra-wideband measurement and visual odometry information exchanged. The relative localization algorithm consists of two parts. Visual odometry pre-process part fuses the IMU data and radar altimeter data to correct visual odometry error and reach a higher update rate to ensure flight smoothly and a better state estimation. Using the UWB measurement and information exchanged, each agent constructs a graph to solve relative localization problem in sliding window. Finally, experimental results are presented to corroborate the effectiveness of our proposed relative localization algorithm.
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基于超宽带和视觉里程计的多无人机系统相对定位
提出了一种多无人机系统的相对定位算法,该算法基于超宽带测量和视觉里程信息交换,使各智能体能够估计相邻智能体的相对位置。相对定位算法由两部分组成。目视里程计预处理部分融合IMU数据和雷达高度计数据,修正目视里程计误差,达到更高的更新速率,保证飞行平稳和更好的状态估计。利用超宽带测量和信息交换,每个agent构建一个图来解决滑动窗口的相对定位问题。最后给出了实验结果,验证了所提相对定位算法的有效性。
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