Improved RRT*-Connect Based on MATLAB

The article analyzes an improved RRT*-Connect path planning algorithm based on MATLAB software.First, the sampling domain of the algorithm is changed to an elliptical sampling domain.Second, adaptive compensation expansion is introduced to accelerate the search speed of the path planning algorithm.Finally, the algorithm is combined with a greedy algorithm to optimize the path.Simulation results show that this algorithm significantly improves both the path length and planning time compared to the traditional RRT*-connect algorithm.

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Publication Details

Journal
Proceedings of International Conference on Artificial Life and Robotics
Published
2025-02-13
DOI
https://doi.org/10.5954/icarob.2025.os3-5
Primary Topic
Semiconductor Lasers and Optical Devices
Type
article
Field-Weighted Citation Impact
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article

Improved RRT*-Connect Based on MATLAB

R. X. Zhang, Miao Zhang
Proceedings of International Conference on Artificial Life and Robotics
Semiconductor Lasers and Optical Devices
article

Improved RRT*-Connect Based on MATLAB

R. X. Zhang, Miao Zhang
article en

Abstract

The article analyzes an improved RRT*-Connect path planning algorithm based on MATLAB software.First, the sampling domain of the algorithm is changed to an elliptical sampling domain.Second, adaptive compensation expansion is introduced to accelerate the search speed of the path planning algorithm.Finally, the algorithm is combined with a greedy algorithm to optimize the path.Simulation results show that this algorithm significantly improves both the path length and planning time compared to the traditional RRT*-connect algorithm.

Proceedings of International Conference on Artificial Life and RoboticsVol. 30
Tianjin University of Science and Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 88%
Semiconductor Lasers and Optical Devices
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