Improved kinematic interpolation for AIS trajectory reconstruction
Sign Up to like & getrecommendations! Published in 2021 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2021.109256
Abstract: Abstract Ship trajectory information has made a significant contribution to the data-based research in analyzing maritime transportation and has facilitated the improvement of maritime safety. However, the AIS data, which consists of ship trajectory, inevitably… read more here.
Keywords: reconstruction; kinematic interpolation; trajectory reconstruction; ship trajectory ... See more keywords
A Ship Trajectory Prediction Model Based on Attention-BILSTM Optimized by the Whale Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13084907
Abstract: Nowadays, maritime transportation has become one of the most important ways of international trade. However, with the increase in ship transportation, the complex maritime environment has led to frequent traffic accidents, causing huge economic losses… read more here.
Keywords: prediction; attention bilstm; model; bilstm ... See more keywords