Sea Ice Warning Visualization and Path Planning for Ice Navigation Based on Radar Image Recognition

Authors

Tsung-Hsuan Hsieh, Merchant Marine College, Shanghai Maritime University, Shanghai, ChinaFollow
Shengzheng Wang, Merchant Marine College, Shanghai Maritime University, Shanghai, China
Huijia Gong, Merchant Marine College, Shanghai Maritime University, Shanghai, China
Wei Liu, Merchant Marine College, Shanghai Maritime University, Shanghai, China
Ning Xu, Polar Research Institute of China, Shanghai, China

Abstract

Ice navigation is currently one of the important issues in path planning studies. Most studies are using sea ice models or ice charts for large-scale path planning, but the weather and ice conditions in the polar waters usually change quickly and are not easy to predict. Under these conditions, small-scale path planning that can be adjusted in time for sea ice collision avoidance is needed. This study uses marine radar imaging to reconstruct the ice navigation scene, and establishes a visual-ization function of sea ice warning on the radar image. We combine the bidirectional rapidly-exploring random tree (B-RRT) algorithm and the greedy algorithm to propose a path planning algorithm that generates various path planning schemes for ice navigation. After a number of path planning schemes are quickly generated, the path risk index proposed in this study can be used to evaluate and choose a relatively optimal path planning scheme with lower risk, as well as serve as an assistant reference for path planning decisions in ice navigation.

Recommended Citation

Hsieh, Tsung-Hsuan; Wang, Shengzheng; Gong, Huijia; Liu, Wei; and Xu, Ning (2021) "Sea Ice Warning Visualization and Path Planning for Ice Navigation Based on Radar Image Recognition," Journal of Marine Science and Technology: Vol. 29: Iss. 3, Article 4.
DOI: 10.51400/2709-6998.1433
Available at: https://jmstt.ntou.edu.tw/journal/vol29/iss3/4