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AIS环境下船舶智能化通行决策优化算法
Research on the intelligent ship passage decision optimization algorithm in AIS environment
- DOI:
- 作者:
- 李简凡, 孙海燕
LI Jian-fan, SUN Hai-yan
- 作者单位:
- 同济大学 交通运输工程学院，上海 200092
College of Transportation Engineering, Tongji University, Shanghai 200092, China
- 关键词:
- AIS系统;决策优化;会遇;Matlab
AIS system; decision optimization; meet; Matlab
- 摘要:
- AIS船舶自动识别系统作为一种船舶导航、通行的关键设备，近年来已经成为船舶的标准配置。本文研究AIS环境下的舰船智能化通行决策优化算法，主要解决船舶会遇过程的避碰决策问题。结合神经网络算法和AIS系统信息，实现船舶会遇过程的最优通行决策，并结合Matlab进行决策仿真。仿真结果表明，使用该算法可以有效降低船舶事故发生概率。
The AIS ship automatic identification system, as a key component of ship navigation and communication, has become the standard configuration of ships in recent years. The research direction of this paper is the intelligent ship communication decision optimization algorithm under the AIS environment, and the main problem to be solved is the collision avoidance decision problem in the course of ship encounter. The paper combines the neural network algorithm and the AIS system information. The optimal communication decision of ship meeting process is realized, and the simulation of decision is carried out with Matlab.
2023,45(5): 156-159 收稿日期：2022-09-05
DOI：10.3404/j.issn.1672-7649.2023.05.030
分类号：U655.25
作者简介：李简凡(2002-),男,本科,主要从事智能交通系统工程研究
