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P‐19.2: A Review of Path Planning Algorithms for Automated Driving Vehicles.

Authors :
Zhang, Yu
Li, Wanlin
Source :
SID Symposium Digest of Technical Papers; Apr2024 Suppl 1, Vol. 55 Issue 1, p1564-1567, 4p
Publication Year :
2024

Abstract

With the continuous development of automated driving, the path planning algorithm of unmanned vehicles has been continuously innovated. First, some basic concepts of path planning are briefly introduced. Secondly, starting with the classification idea of path planning algorithm based on graph structure and sampling, the paper introduces four typical basic algorithms: Dijkstra algorithm, A* algorithm, PRM algorithm and RRT algorithm. In addition, the Apollo algorithm, which has been studied most at present, is also introduced. The principle and application scenario of each algorithm are summarized. Finally, several new algorithms and their development prospects are introduced. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0097966X
Volume :
55
Issue :
1
Database :
Complementary Index
Journal :
SID Symposium Digest of Technical Papers
Publication Type :
Academic Journal
Accession number :
178132641
Full Text :
https://doi.org/10.1002/sdtp.17427