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.
翻译:本文件介绍了一个能够根据节点之间的距离测量来估计无线网络中节点的2D相对位置的系统的发展情况,该系统使用超宽波段测距技术和蓝牙低能协议获取数据,此外,为估计节点的相对位置,从数字上提出并解决了非线性最低平方的问题,通过实验测试验证了系统的本地化性能,表明有能力测量由4个节点组成的网络的相对位置,精确度为3厘米,更新率为10赫兹,这表明了应用拟议的多机器人合作定位和形成控制情景系统的可行性。