The invention discloses a ship track mining system and method based on an AIS (Automatic Identification System) and a radar transponder, the system is composed of an AIS module, a radar transponder module and a track mining module, and the core of the system is to analyze and mine a ship track based on AIS (Automatic Identification System) and radar transponder data; according to the method, AIS data and radar transponder data are effectively fused, advantage complementation is achieved on the data source level, the integrity and accuracy of ship track information are improved, the system integrates advanced machine learning and data mining algorithms, track modes can be automatically recognized and classified, abnormal tracks can be detected, and the accuracy of ship track information is improved. According to the method, the ship track data are analyzed in real time, behavior prediction is carried out based on historical data, a traditional track processing system does not have an intelligent function, potential navigation risks can be found in time and early warning can be given out by analyzing the ship track data in real time, and the safety and response speed of maritime traffic management are effectively improved.
本发明公开了一种基于AIS和雷达应答器的船舶航迹挖掘系统及方法,系统由AIS模块、雷达应答器模块和航迹挖掘模块三部分组成,其核心是基于AIS(Automatic Identification System)和雷达应答器数据来进行船舶航迹的分析和挖掘;本发明中,将AIS数据和雷达应答器数据进行有效融合,在数据源层面实现了优势互补,提高了船舶航迹信息的完整性和准确性,系统集成了先进的机器学习和数据挖掘算法,能够自动识别和分类航迹模式、检测异常航迹,并基于历史数据进行行为预测,这是传统航迹处理系统所不具备的智能化功能,通过实时分析船舶航迹数据,能够及时发现潜在的航行风险并发出预警,有效提升了海上交通管理的安全性和响应速度。
Ship track excavation system and method based on AIS and radar transponder
一种基于AIS和雷达应答器的船舶航迹挖掘系统及方法
2024-04-26
Patent
Electronic Resource
Chinese
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