UAV/UGV Autonomous Cooperation

（老いぼれ人工知能研究者のプログラミング日記）

2019年7月12日

`UAV/UGV Autonomous Cooperation: UAV Assists UGV to Climb a Cliff by Attaching a Tether'と題した論文を IEEE ICRA(International conference on Robotics and Automation) 2019 で発表しました。

arXivから、 Takahiro Miki, Petr Khrapchenkov and Koichi Hori: UAV/UAG Autonomous Cooperation: UAV assists UGV to climb a cliff by attaching a tether, arXiv:1903.04898, 2019としてダウンロードできます。

IEEE SPECTRUMの `The best robot videos from the world's biggest robotics conference'にも、 この研究の紹介ビデオが取り上げられました。


以下は、この論文のabstractです。

This paper proposes a novel cooperative system for an Unmanned Aerial Vehicle (UAV) and an Unmanned Ground Vehicle (UGV) which utilizes the UAV not only as a flying sensor but also as a tether attachment device. Two robots are connected with a tether, allowing the UAV to anchor the tether to a structure located at the top of a steep terrain, impossible to reach for UGVs. Thus, enhancing the poor traversability of the UGV by not only providing a wider range of scanning and mapping from the air, but also by allowing the UGV to climb steep terrains with the winding of the tether. In addition, we present an autonomous framework for the collaborative navigation and tether attachment in an unknown environment. The UAV employs visual inertial navigation with 3D voxel mapping and obstacle avoidance planning. The UGV makes use of the voxel map and generates an elevation map to execute path planning based on a traversability analysis. Furthermore, we compared the pros and cons of possible methods for the tether anchoring from multiple points of view. To increase the probability of successful anchoring, we evaluated the anchoring strategy with an experiment. Finally, the feasibility and capability of our proposed system were demonstrated by an autonomous mission experiment in the field with an obstacle and a cliff.

© 2019 Koichi Hori