標題: | Navigation Control Design of a Mobile Robot by Integrating Obstacle Avoidance and LiDAR SLAM |
作者: | Song, Kai-Tai Chiu, Yu-Heng Kang, Li-Ren Song, Shao-Huan Yang, Cheng-An Lu, Pei-Chun Ou, Song-Qing 電控工程研究所 Institute of Electrical and Control Engineering |
關鍵字: | SLAM;Obstacle avoidance;Guidance control;Mobile robot |
公開日期: | 1-Jan-2018 |
摘要: | This paper presents a mobile robot navigation control system based on integration of laser SLAM localization and real-time obstacle avoidance control to provide personnel guidance for daily-life services. The LiDAR SLAM localization system is implemented in a ROS software architecture, in which Cartographer SLAM is adopted and the adaptive Monte Carlo localization is employed onboard the robot. An integrated guidance system is proposed in this paper to combine obstacle avoidance and SLAM so that the robot can move to the desired location without colliding with any unexpected obstacles. A safety-weight parameter is used to integrate goal seeking controller with the obstacle avoidance controller. The experimental results show that the robot can localize itself and navigate to the target location while avoiding obstacles on the path. |
URI: | http://dx.doi.org/10.1109/SMC.2018.00317 http://hdl.handle.net/11536/151107 |
ISSN: | 1062-922X |
DOI: | 10.1109/SMC.2018.00317 |
期刊: | 2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) |
起始頁: | 1833 |
結束頁: | 1838 |
Appears in Collections: | Conferences Paper |