Abu Ubaidah, Shamsudin and Puteri Alisha Balqis, Mohd Sharif and Soomro, Zubair Adil and Ruzairi, Abdul Rahim and Ahmad Athif, Mohd Faudzi and Wan Nurshazwani, Zakaria and Mohamad Heerwan, Peeie and Salaan, Carl John O. (2025) Autonomous navigation robot using slam and path planning based on a Single RP-LIDAR. Journal of Advanced Research in Applied Sciences and Engineering Technology, 53 (2). pp. 161-169. ISSN 2462-1943. (Published)
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Abstract
This paper proposes an autonomous robotics system based on a single LIDAR sensor for delivering goods. There are needs to deliver goods such as medical supplies to the hospital and document in office. Although this task is simple, the delivery task is time consuming, tedious, and boring. In this regard, autonomous robotic systems could be a suitable solution. Here-in, we proposed the use of a single RP-LIDAR sensor in a robotic system that is sufficient for delivering goods in indoor environment. The robotic system uses autonomous navigation module which consists of simultaneous localization and mapping (SLAM) of the environment, and path planning for the robot to move safely from its current location to a desired position. In the context of SLAM, Hector SLAM method was opted due to its capability to harness sufficient data from a single LIDAR sensor. When it comes to path planning, the system employs a two-pronged approach. First, a global planner, utilizing the A* algorithm, facilitates long-distance trajectory planning while accounting for static obstacles. Second, a local planner, employing the Trajectory Rollout and Dynamic Window Approach (DWA), ensures real-time obstacle avoidance in the presence of moving obstacles. The approach was evaluated in a laboratory environment (11 meter by 8 meter) and successfully built a path that avoided obstacles in both static and dynamic conditions. This approach for autonomous robotics using a single RP-LIDAR sensor has the potential to revolutionize the delivery industry and other sectors that require autonomous navigation.
| Item Type: | Article |
|---|---|
| Additional Information: | Indexed by Scopus |
| Uncontrolled Keywords: | Autonomous navigation robot; Hector SLAM; path planning; ROS; RP-LIDAR |
| Subjects: | T Technology > T Technology (General) T Technology > TA Engineering (General). Civil engineering (General) T Technology > TJ Mechanical engineering and machinery T Technology > TL Motor vehicles. Aeronautics. Astronautics |
| Faculty/Division: | Faculty of Mechanical and Automotive Engineering Technology |
| Depositing User: | Mr Muhamad Firdaus Janih@Jaini |
| Date Deposited: | 21 Jan 2025 08:43 |
| Last Modified: | 21 Jan 2025 08:43 |
| URI: | http://umpir.ump.edu.my/id/eprint/43660 |
| Download Statistic: | View Download Statistics |
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