指挥控制与仿真2025，Vol.47Issue(4)：40-48,9.DOI:10.3969/j.issn.1673-3819.2025.04.007
一种基于AIS数据建模分析的舰船类型识别方法
A ship type identification method based on modeling AIS data
摘要
Abstract
With the continuous development of ship information technology,automatic identification system(AIS)plays an increasingly important role in marine traffic management and ship navigation safety.In this paper,a ship identification meth-od based on AIS data is proposed to solve the problem of military-civilian type identification of ships.The method establishes a sensitive sea area model for the distribution of key points of ship trajectories,calculates the probability of military-civilian attributes of ships,and constructs a category classifier to judge the military-civilian attributes of ships.The proposed method uses cheap,all-domain coverage and high frequency AIS information to identify the military and civilian types of ships,which can detect and warn the threatening behaviors existing in the sea area in advance,provide support and auxiliary deci-sion-making for subsequent response and disposal.关键词
AIS数据/舰船军民属性/数据挖掘/异常特征Key words
AIS data/ship's military and civilian attributes/data mining/abnormal features分类
交通工程引用本文复制引用
牟方厉,刘颖,樊子德,邓雅文,朱可卿,赵新昱..一种基于AIS数据建模分析的舰船类型识别方法[J].指挥控制与仿真,2025,47(4):40-48,9.基金项目
中国科学院A类战略性先导科技专项(Grant No.XDA0310502) （Grant No.XDA0310502）
中国科学院未来之星青年基金(Grant No.E3Z10701). （Grant No.E3Z10701）
