An overview of mobile robot path planning
The emerging trend of modern industry automation requires intelligence to be embedded into mobile robot for ensuring optimal or near-optimal solutions to execute certain task. This yield to a lot of improvement and suggestions in many areas related to mobile robot such as path planning. The purpose...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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Universiti Malaysia Pahang
2019
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27022/1/110.%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf http://umpir.ump.edu.my/id/eprint/27022/2/110.1%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf |
| _version_ | 1825813088821051392 |
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| author | Noraziah, Adzhar Yuhani, Yusof Muhammad Azrin, Ahmad |
| author_facet | Noraziah, Adzhar Yuhani, Yusof Muhammad Azrin, Ahmad |
| author_sort | Noraziah, Adzhar |
| collection | UMP |
| description | The emerging trend of modern industry automation requires intelligence to be embedded into mobile robot for ensuring optimal or near-optimal solutions to execute certain task. This yield to a lot of improvement and suggestions in many areas related to mobile robot such as path planning. The purpose of this paper is to review the mobile robots path planning problem, optimization criteria and various methodologies reported in the literature for global and local mobile robot path planning. The classical approaches such as cell decomposition, roadmap approach, artificial potential field (AFP), and heuristics approaches such as genetic algorithm, particle swarm optimization (PSO) approach and ant colony optimization (ACO) method are considered in this study. It is observed that heuristics approaches are more popular and widely used compared to classical approaches due to its robustness and perform well in various environmental condition. Finally, few suggestions for future research work in this field are addressed at the end of this paper. |
| first_indexed | 2024-03-06T12:38:50Z |
| format | Conference or Workshop Item |
| id | UMPir27022 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:38:50Z |
| publishDate | 2019 |
| publisher | Universiti Malaysia Pahang |
| record_format | dspace |
| spelling | UMPir270222019-12-18T03:25:38Z http://umpir.ump.edu.my/id/eprint/27022/ An overview of mobile robot path planning Noraziah, Adzhar Yuhani, Yusof Muhammad Azrin, Ahmad T Technology (General) The emerging trend of modern industry automation requires intelligence to be embedded into mobile robot for ensuring optimal or near-optimal solutions to execute certain task. This yield to a lot of improvement and suggestions in many areas related to mobile robot such as path planning. The purpose of this paper is to review the mobile robots path planning problem, optimization criteria and various methodologies reported in the literature for global and local mobile robot path planning. The classical approaches such as cell decomposition, roadmap approach, artificial potential field (AFP), and heuristics approaches such as genetic algorithm, particle swarm optimization (PSO) approach and ant colony optimization (ACO) method are considered in this study. It is observed that heuristics approaches are more popular and widely used compared to classical approaches due to its robustness and perform well in various environmental condition. Finally, few suggestions for future research work in this field are addressed at the end of this paper. Universiti Malaysia Pahang 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27022/1/110.%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf pdf en http://umpir.ump.edu.my/id/eprint/27022/2/110.1%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf Noraziah, Adzhar and Yuhani, Yusof and Muhammad Azrin, Ahmad (2019) An overview of mobile robot path planning. In: 2nd International Conference on Applied & Industrial Mathematics and Statistics 2019 , 23 - 25 Julai 2019 , The Zenith Hotel, Kuantan Pahang. pp. 1-10.. (Unpublished) (Unpublished) |
| spellingShingle | T Technology (General) Noraziah, Adzhar Yuhani, Yusof Muhammad Azrin, Ahmad An overview of mobile robot path planning |
| title | An overview of mobile robot path planning |
| title_full | An overview of mobile robot path planning |
| title_fullStr | An overview of mobile robot path planning |
| title_full_unstemmed | An overview of mobile robot path planning |
| title_short | An overview of mobile robot path planning |
| title_sort | overview of mobile robot path planning |
| topic | T Technology (General) |
| url | http://umpir.ump.edu.my/id/eprint/27022/1/110.%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf http://umpir.ump.edu.my/id/eprint/27022/2/110.1%20An%20overview%20of%20mobile%20robot%20path%20planning.pdf |
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