Ship Trajectory Prediction Based on Bi-LSTM Using Spectral-Clustered AIS Data

According to the statistics of maritime accidents, most collision accidents have been caused by human factors. In an encounter situation, the prediction of ship’s trajectory is a good way to notice the intention of the other ship. This paper proposes a methodology for predicting the ship’s trajector...

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發表在:	Journal of Marine Science and Engineering
Main Authors:	Jinwan Park, Jungsik Jeong, Youngsoo Park
格式:	Article
語言:	英语
出版:	MDPI AG 2021-09-01
主題:	ship trajectory prediction intelligent collision avoidance maritime accidents spectral clustering Bi-LSTM GRU
在線閱讀:	https://www.mdpi.com/2077-1312/9/9/1037