Ship collision avoidance route planning using CRI-based A∗ algorithm

IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE
Chanhee Seo , Yoojeong Noh , Misganaw Abebe , Young-Jin Kang , Sunyoung Park , Cheolhyeon Kwon
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引用次数: 1

Abstract

This study presents a novel ship route planning algorithm that takes into account both operational economy and safety by integrating the A∗ algorithm with a collision avoidance algorithm that evaluates the Collision Risk Index (CRI) between the own ship and the target ship. The CRI-based A∗ algorithm defines a penalty zone, allowing the own ship to explore safe routes based on the International Regulations for Preventing Collisions at Sea 1972 (COLREGs) and performs an adaptive and effective node search on an extended local map grid according to various encounter situations. The proposed algorithm is validated through simulations of head-on, fine-broad crossing, converging crossing, and overtaking encounters, indicating an economical and safe optimum route compared to conventional ship domain-based route planning.

基于cri的船舶避碰航路规划
本研究提出了一种新的船舶路线规划算法,该算法通过将a*算法与评估本船与目标船之间碰撞风险指数(CRI)的防撞算法相结合,兼顾了运营经济性和安全性。基于CRI的A*算法定义了一个惩罚区,允许本船根据1972年《国际海上避碰规则》(COLREGs)探索安全路线,并根据各种遭遇情况在扩展的本地地图网格上进行自适应有效的节点搜索。通过对迎头、细宽交叉、会车交叉和超车相遇的仿真验证了所提出的算法,表明与传统的基于船域的路线规划相比,该算法是一种经济、安全的最优路线。
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来源期刊
CiteScore
4.90
自引率
4.50%
发文量
62
审稿时长
12 months
期刊介绍: International Journal of Naval Architecture and Ocean Engineering provides a forum for engineers and scientists from a wide range of disciplines to present and discuss various phenomena in the utilization and preservation of ocean environment. Without being limited by the traditional categorization, it is encouraged to present advanced technology development and scientific research, as long as they are aimed for more and better human engagement with ocean environment. Topics include, but not limited to: marine hydrodynamics; structural mechanics; marine propulsion system; design methodology & practice; production technology; system dynamics & control; marine equipment technology; materials science; underwater acoustics; ocean remote sensing; and information technology related to ship and marine systems; ocean energy systems; marine environmental engineering; maritime safety engineering; polar & arctic engineering; coastal & port engineering; subsea engineering; and specialized watercraft engineering.
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