电子导航系统中预防危险情况的决策过程的形式化方法

O. Levchenko
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引用次数: 0

摘要

该研究旨在通过改进在单一电子导航概念中预防危险情况的决策过程的形式化方法来提高船舶交通的安全性。目标是通过对问题的明确陈述和对解决问题的适当方法的选择来实现的。分析了航海家在防撞决策周期中的主要阶段。特别注意的是在决策阶段对船舶的进一步移动所执行的操作。船舶的运动计划由基本行为模型来描述,每个基本行为模型由执行某一子任务的一组模糊逻辑规则所表示的基本动作组成。提出了一个系统的结构,实现了行为方法的决策由导航器。重点是在决定基于基本行为模型的路线规划时需要协调船只,并开发了一种协调船只轨迹规划的方法。该方法的协调规划阶段依次循环执行,直至到达航路的目标点。在船舶运动的每个阶段,对进入导航员感兴趣区域的航行障碍和其他船只进行监测,并识别它们的潜在危险。已经开发了一种跟踪船舶运动和领航员感兴趣区域内现有船舶的方法,该方法允许预测随后时刻的位置,并确定发生危险接近情况的冲突地点的坐标。为了形式化船舶交通的危险区域,基于改进的势场方法,开发了一种生成导航员感兴趣区域的航行危险和冲突情况地图的方法。为了形式化地描述空间,仅使用势函数的概念将空间表示为值的矩阵。最重要的科学成果是提出了一种基于模糊逻辑和允许域相结合的方法来解决支持导航员决策的问题,该方法允许在危险情况下获得确保船舶运动安全的行动选项。关键词:船舶,导航员,碰撞,航行情况,导航系统,电子导航,跟踪方法,航行危险,航行危险图
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A METHOD FOR FORMALIZING THE DECISION-MAKING PROCESS FOR PREVENTING DANGEROUS SITUATIONS IN THE E-NAVIGATION SYSTEM
The study aims to improve the safety of ship traffic by improving the methods of formalizing the decision-making process for preventing dangerous situations in a single e-navigation concept. The goal is achieved by a clear statement of the problem and the choice of appropriate approaches to its solution. The main stages of the decision-making cycle performed by the navigator in collision prevention are analysed. Particular attention is paid to the operations performed at the decisionmaking stage on the further movement of the vessel. The ship's movement plan is described by models of elementary behaviour, each of which consists of elementary actions represented by a set of fuzzy logic rules for performing a certain subtask. The structure of a system that implements the behavioural approach to decision-making by a navigator is proposed. Emphasis is placed on the need to coordinate vessels when deciding to plan a route based on models of elementary behaviours, and a method for coordinating the planning of the vessel's trajectory is developed. The sequence of stages of the method for coordinating the planning of the ship's trajectory is performed cyclically until the target point of the route is reached. At each stage of the vessel's movement, the navigation obstacles and other vessels entering the area of interest of the navigator are monitored and potential hazards from them are identified. A method for tracing the vessel's movement and existing vessels in the navigator’s interest area has been developed, which allows for predicting the location at subsequent moments and identifying the coordinates of the conflict site where a situation of dangerous proximity occurs. To formalize the areas dangerous for vessel traffic, a method for generating a map of navigational hazards and conflict situations in the navigator’s interest area has been developed, based on a modified method of potential fields. To formally describe the space, only the concept of a potential function is used to represent the space as a matrix of values. The most significant scientific result is the proposed approach to solving the problem of supporting the decision-making of a navigator based on a combination of methods using fuzzy logic and allowed domains, which allows obtaining options for actions that ensure the safety of ship movement in a dangerous situation. Keywords: ship, navigator, collision, navigation situation, navigation systems, e-navigation, tracing method, navigation hazard, navigation hazard map
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