Research on robot path planning with safe distance optimization
Robotic Intelligence and Automation
ISSN: 2754-6969
Article publication date: 27 June 2024
Issue publication date: 18 July 2024
Abstract
Purpose
With the development of technology, the application scenarios of mobile robots are becoming more and more extensive, accompanied by a variety of application scenarios suitable and safe path planning algorithms are indispensable for mobile robots.
Design/methodology/approach
The purpose of this paper to improve the safety performance of your bot during the execution of tasks. The methods are synthesized in three main areas: setting appropriate safety distances based on the actual radius of the robot, turn penalty reduces the number of turns by applying an additional penalty to the number of turns in a heuristic function and path smoothing is used to improve path reliability by reducing the number of right-angle turns.
Findings
A suitable safety distance greatly improves the safety of mobile robots and facilitates their development. Optimization of turns in the path of mobile robots improves the travel efficiency of robots. Enhancing the safety of mobile robots has become a research hotspot for path-planning algorithms.
Originality/value
This paper proposes a path planning scheme for mobile robots with safe distances, which provides readers with a comprehensive and systematic progress of path planning research. It helps readers to get inspiration from enhancing the safety of mobile robots.
Keywords
Acknowledgements
Authors express their gratitude to the reviewers for improving this work.
Funding: This research was funded by National Natural Science Foundation of China (No. 61673079).
Data availability: The labeled dataset used to support the findings of this study is available from the corresponding author upon request.
Conflicts of interest: The authors declare no conflicts of interest regarding the publication of this paper.
Ethical compliance: All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Citation
Xiangde, L., Hao, M., Yi, Z. and Wei, W. (2024), "Research on robot path planning with safe distance optimization", Robotic Intelligence and Automation, Vol. 44 No. 4, pp. 560-569. https://doi.org/10.1108/RIA-11-2023-0163
Publisher
:Emerald Publishing Limited
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