Improved sequence-to-sequence ship trajectory prediction based on AIS
Junfeng Yuan,
Wenhao Fang,
Jilin Zhang
et al.
Abstract:Due to the high density of ships and the complex traffic environment in coastal areas, developing ship trajectory prediction methods is an imperative task for effective collision avoidance. The performance of most previous methods is limited by the issues of regional discrepancy of Automatic Identification System (AIS) data and singularity in trajectory feature extraction. To address these two issues, this paper proposes an improved ship trajectory prediction framework based on AIS. The proposed framework main… Show more
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