Ship Classification and Anomaly Detection Based on Spaceborne AIS Data Considering Behavior Characteristics

Ship Classification and Anomaly Detection Based on Spaceborne AIS Data Considering Behavior Characteristics

With the establishment of satellite constellations equipped with ship automatic identification system (AIS) receivers, the amount of AIS data is continuously increasing, and AIS data have become an important part of ocean big data. To further improve the ability to use AIS data for maritime surveill...

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Bibliographic Details
Main Authors: Zhenguo Yan, Xin Song, Hanyang Zhong, Lei Yang, Yitao Wang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
spaceborne AIS
ship behavior characteristics
ship classification
anomaly detection
maritime surveillance
Online Access:https://www.mdpi.com/1424-8220/22/20/7713

Internet

https://www.mdpi.com/1424-8220/22/20/7713

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