Anomaly detection model of small-scaled ship for maritime autonomous surface ships’ operation

Anomaly detection model of small-scaled ship for maritime autonomous surface ships’ operation

ABSTRACTAs the human’s role in the operation of maritime autonomous surface ships (MASSs) is concentrated on less manpower, several issues have been raised regarding the capacity of single manpower. This indicates the necessity of developing monitoring technology for abnormal navigational situations...

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Bibliographic Details
Main Authors: Widiastuti Tyasayumranani, Taewoong Hwang, Taemin Hwang, Ik-Hyun Youn
Format: Article
Language:English
Published: Taylor & Francis Group 2022-10-01
Series:Journal of International Maritime Safety, Environmental Affairs, and Shipping
Subjects:
Anomaly detection
AIS data
trajectory mining
feature extraction
navigational pattern
Online Access:https://www.tandfonline.com/doi/10.1080/25725084.2022.2154116

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