DOAJ Open Access 2022

A Path Planning Method for Ship Collision Avoidance Considering Spatial–Temporal Interaction Effects

Shuwu Wang Ming Huang Chen Chen Jie Sun Feng Ma

Abstrak

Efficient and reliable path planning is crucial for smart ships when avoiding collisions with static and dynamic obstacles in complex marine environments. This research proposes a novel path planning method based on the fast marching method to specifically assist with safe navigation for autonomous ships. At the very beginning, a unified representation is specially produced to describe the path planning space based on the parametric fast marching speed function. In addition, the spatial–temporal interaction effects of dynamic obstacles are considered and integrated into the construction of planning space. Subsequently, a path optimization strategy is put forward based on the trajectory prediction of dynamic objects. Particularly, the effectiveness of the method has been validated and evaluated through a number of simulations, which proves that such a method is practical in narrow and crowded waterways.

Topik & Kata Kunci

Technology Engineering (General). Civil engineering (General) Biology (General) Physics Chemistry

Penulis (5)

Shuwu Wang

Ming Huang

Chen Chen

Jie Sun

Feng Ma

Format Sitasi

APA MLA BibTeX

Wang, S., Huang, M., Chen, C., Sun, J., Ma, F. (2022). A Path Planning Method for Ship Collision Avoidance Considering Spatial–Temporal Interaction Effects. https://doi.org/10.3390/app12105036

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Informasi Jurnal

Tahun Terbit: 2022
Sumber Database: DOAJ
DOI: 10.3390/app12105036
Akses: Open Access ✓