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Energy-Efficient Coverage Path Planning for General Terrain Surfaces
- 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.
- Subjects :
- Surface (mathematics)
0209 industrial biotechnology
Control and Optimization
Geodesic
Computer science
Computation
Biomedical Engineering
Terrain
02 engineering and technology
symbols.namesake
020901 industrial engineering & automation
Artificial Intelligence
0502 economics and business
Motion planning
ComputingMethodologies_COMPUTERGRAPHICS
050210 logistics & transportation
Mechanical Engineering
05 social sciences
Computer Science Applications
Human-Computer Interaction
Fermat's spiral
Control and Systems Engineering
symbols
Computer Vision and Pattern Recognition
Heuristics
Algorithm
Efficient energy use
Subjects
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