- Title
- 2D Lidar-Based SLAM and Path Planning for Indoor Rescue Using Mobile Robots
- Creator
- Zhang, Xuexi; Lai, Jiajun; Xu, Dongliang; Li, Huaijun; Fu, Minyue
- Relation
- Journal of Advanced Transportation Vol. 2020, no. 8867937
- Publisher Link
- http://dx.doi.org/10.1155/2020/8867937
- Publisher
- Wiley-Blackwell
- Resource Type
- journal article
- Date
- 2020
- Description
- As the basic system of the rescue robot, the SLAM system largely determines whether the rescue robot can complete the rescue mission. Although the current 2D Lidar-based SLAM algorithm, including its application in indoor rescue environment, has achieved much success, the evaluation of SLAM algorithms combined with path planning for indoor rescue has rarely been studied. This paper studies mapping and path planning for mobile robots in an indoor rescue environment. Combined with path planning algorithm, this paper analyzes the applicability of three SLAM algorithms (GMapping algorithm, Hector-SLAM algorithm, and Cartographer algorithm) in indoor rescue environment. Real-time path planning is studied to test the mapping results. To balance path optimality and obstacle avoidance, algorithm is used for global path planning, and DWA algorithm is adopted for local path planning. Experimental results validate the SLAM and path planning algorithms in simulated, emulated, and competition rescue environments, respectively. Finally, the results of this paper may facilitate researchers quickly and clearly selecting appropriate algorithms to build SLAM systems according to their own demands.
- Subject
- mobile robots; rescue mission; planning; SLAM
- Identifier
- http://hdl.handle.net/1959.13/1456137
- Identifier
- uon:45182
- Identifier
- ISSN:0197-6729
- Rights
- Copyright © 2020 Xuexi Zhang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/
- Language
- eng
- Full Text
- Reviewed
- Hits: 4724
- Visitors: 4820
- Downloads: 107
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Publisher version (open access) | 8 MB | Adobe Acrobat PDF | View Details Download |