Relative Position Estimation in Multi-Agent Systems Using Attitude-Coupled Range Measurements

The ability to accurately estimate the position of robotic agents relative to one another, in possibly GPS-denied environments, is crucial to execute collaborative tasks. Inter-agent range measurements are available at a low cost, due to technologies such as ultra-wideband radio. However, the task of three-dimensional relative position estimation using range measurements in multi-agent systems suffers from unobservabilities. This letter presents a sufficient condition for the observability of the relative positions, and satisfies the condition using a simple framework with only range measurements, an accelerometer, a rate gyro, and a magnetometer. The framework has been tested in simulation and in experiments, where 40-50 cm positioning accuracy is achieved using inexpensive off-the-shelf hardware.

Automated summary

Accurately estimating the relative positions of robotic agents in collaborative tasks is crucial, especially in GPS-denied environments. This letter presents a condition and framework using low-cost technologies like ultra-wideband radio, accelerometer, rate gyro, and magnetometer to achieve 40-50 cm positioning accuracy in multi-agent systems.