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Energy-Efficient Coverage Path Planning for General Terrain Surfaces

Authors :
Yong-Jin Liu
Jun Wang
Chenming Wu
Xianfeng David Gu
Chengkai Dai
Charlie C. L. Wang
Xiaoxi Gong
Source :
IEEE Robotics and Automation Letters. 4:2584-2591
Publication Year :
2019
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2019.

Abstract

This letter tackles the problem of energy-efficient coverage path planning for exploring general surfaces by an autonomous vehicle. Efficient algorithms are developed to generate paths on freeform 3-D surfaces according to a special design pattern as height extremity aware Fermat spiral for this purpose. By using the exact boundary-sourced geodesic distances, the method for generating Fermat spiral paths is first introduced to cover a general surface. Then, heuristics for energy efficiency are incorporated to add peak points of a height field as sources for geodesic computation. The paths generated by our method can significantly reduce the cost caused by gravity. Physical experiments have been taken on different terrain surfaces to demonstrate the effectiveness of our approach.

Details

ISSN :
23773774
Volume :
4
Database :
OpenAIRE
Journal :
IEEE Robotics and Automation Letters
Accession number :
edsair.doi...........3fabc73003b52620c4b2fa0fcc2ee1e8
Full Text :
https://doi.org/10.1109/lra.2019.2899920