Path planning techniques for mobile robots: Review and prospect
Abstract
Mobile robot path planning refers to the design of the safely collision-free path with shortest distance and least time-consuming from the starting point to the end point by a mobile robot autonomously. In this paper, a systematic review of mobile robot path planning techniques is presented. Firstly, path planning is classified into global path planning and local path planning according to the mastery of environmental information. In the global path planning, environment modeling methods and path evaluation method are introduced. The methods of environment modeling include grid method, topology method, geometric feature method and mixed representation method. In the local path planning, we introduce the…
Citation impact
- FWCI
- 68.49
- Percentile
- 100%
- References
- 221
Authors
6- LLLixing Liu
Hebei Agricultural University
- XWXu Wang
Hebei Agricultural University
- XYXin YangCorresponding
Hebei Agricultural University
- HLHongjie Liu
Hebei Agricultural University
- JLJianping Li
Hebei Agricultural University
Topics & keywords
- Motion planning
- Computer science
- Any-angle path planning
- Mobile robot
- Artificial intelligence
- Algorithm
- Robot
- Shortest path problem