A Design of Three-Dimensional Spatial Path Planning Algorithm Based on Vector Field Histogram

Autor: Chenning Zong, Qiaoling Du, Jianxv Chen, Yiran Shan, Yanpei Wu, Zhida Sha
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Sensors, Vol 24, Iss 17, p 5647 (2024)
Druh dokumentu: article
ISSN: 1424-8220
DOI: 10.3390/s24175647
Popis: In this paper, we present a novel three-dimensional spatial path planning algorithm based on the Vector Field Histogram* (VFH*) approach, specifically tailored for underwater robotics applications. Our method leverages the strengths of VFH* in obstacle avoidance while enhancing its capability to handle complex three-dimensional environments. Through extensive simulations, we demonstrate the superior performance of our algorithm compared to traditional methods, such as RS-RRT algorithm. Our results show significant improvements in terms of computational efficiency and path optimality, making it a viable solution for real-time path planning in dynamic underwater environments.
Databáze: Directory of Open Access Journals
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