基于UWB网络和BLE技术的协同定位系统的开发

Valerio Brunacci, A. D. Angelis, G. Costante
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引用次数: 2

摘要

本文提出了一种基于节点之间的距离测量来估计无线网络中节点的二维相对位置的系统。该系统采用超宽带测距技术和蓝牙低功耗协议进行数据采集。在此基础上,提出了估算节点相对位置的非线性最小二乘问题,并对其进行了数值求解。通过实验验证了该系统的定位性能,证明了该系统能够测量4个节点组成的网络的相对位置,精度约为3 cm,更新速率为10 Hz。这表明了该系统在多机器人协同定位和编队控制场景下的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a Cooperative Localization System using a UWB Network and BLE Technology
This paper presents the development of a system able to estimate the 2D relative position of nodes in a wireless network, based on distance measurements between the nodes. The system uses ultra wide band ranging technology and the Bluetooth Low Energy protocol to acquire data. Furthermore, a nonlinear least squares problem is formulated and solved numerically for estimating the relative positions of the nodes. The localization performance of the system is validated by experimental tests, demonstrating the capability of measuring the relative position of a network comprised of 4 nodes with an accuracy of the order of 3 cm and an update rate of 10 Hz. This shows the feasibility of applying the proposed system for multi-robot cooperative localization and formation control scenarios.
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