Literature DB >> 33419005

Improved RRT-Connect Algorithm Based on Triangular Inequality for Robot Path Planning.

Jin-Gu Kang1, Dong-Woo Lim1, Yong-Sik Choi2, Woo-Jin Jang1, Jin-Woo Jung1.   

Abstract

This paper proposed a triangular inequality-based rewiring method for the rapidly exploring random tree (RRT)-Connect robot path-planning algorithm that guarantees the planning time compared to the RRT algorithm, to bring it closer to the optimum. To check the proposed algorithm's performance, this paper compared the RRT and RRT-Connect algorithms in various environments through simulation. From these experimental results, the proposed algorithm shows both quicker planning time and shorter path length than the RRT algorithm and shorter path length than the RRT-Connect algorithm with a similar number of samples and planning time.

Entities:  

Keywords:  RRT-Connect; optimality; rewiring; robot path planning; triangular inequality

Year:  2021        PMID: 33419005     DOI: 10.3390/s21020333

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  1 in total

1.  Combined improved A* and greedy algorithm for path planning of multi-objective mobile robot.

Authors:  Dan Xiang; Hanxi Lin; Jian Ouyang; Dan Huang
Journal:  Sci Rep       Date:  2022-08-02       Impact factor: 4.996

  1 in total

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