Back to Search Start Over

Research on path planning of material transmission platform based on A* and dynamic window method

Authors :
TANG Wei
TAN Xiao
SUN Yu
YAN Jiapeng
YAN Guangrui
Source :
智能科学与技术学报, Vol 5, Pp 515-524 (2023)
Publication Year :
2023
Publisher :
POSTS&TELECOM PRESS Co., LTD, 2023.

Abstract

Due to the problems of traditional material transfer equipment such as single working mode and inflexible adjustment of transfer path, intelligent material transfer system has gradually become a research hotspot in the field of logistics transmission. A path planning algorithm based on A* and dynamic window method was proposed for the modular material transmission platform, in order to improve its obstacle avoidance ability during the transfer process by flexibly adjusting the material transfer path. In the global path planning, the smoothness and static obstacle avoidance of the transmission path were realized by improving the A* weight function and integrating the Bezier curve and matrix interference theory. And by introducing the dynamic window method and extracting the global path key points as transition points for local path guidance of the transmission target, dynamic obstacle avoidance was realized when the path falling into local optimization was avoided. The research results showed that the path planning algorithm based on A* and dynamic window method could reduce the total global path length by 4.6% and the total path turning angle by 42.3%, while the dynamic obstacles could be effectively avoided in the local planning, which verified the rationality of the path planning algorithm.

Details

Language :
Chinese
ISSN :
20966652
Volume :
5
Database :
Directory of Open Access Journals
Journal :
智能科学与技术学报
Publication Type :
Academic Journal
Accession number :
edsdoj.9ccd2b2f73364e4e8bde13b8cf2a9f8d
Document Type :
article
Full Text :
https://doi.org/10.11959/j.issn.2096-6652.202304