Learning for Prediction of Maritime Collision Avoidance Behavior from AIS Network

2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS)(2021)

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摘要
With the rapid increase in global maritime shipping, there is a great demand for the technology of maritime traffic monitoring to detect inappropriate encountering interaction between ships and prevent ship collision accidents. The Automatic Identification System (AIS) network makes it possible to collect a large volume of maritime traffic data and investigate the collision avoidance behavior of r...
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关键词
Sea surface,Navigation,Machine learning,Predictive models,Regulation,Trajectory,Marine vehicles
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