Interval prediction of vessel trajectory based on lower and upper bound estimation and attention-modified LSTM with bayesian optimization-Reference-Cited by-同舟云学术

Interval prediction of vessel trajectory based on lower and upper bound estimation and attention-modified LSTM with bayesian optimization

Published:2023-11 Issue: Volume:630 Page:129275
ISSN:0378-4371
Container-title:Physica A: Statistical Mechanics and its Applications
language:en
Short-container-title:Physica A: Statistical Mechanics and its Applications

Author:

Wang Yukuan,Liu Jingxian,Liu Ryan Wen,Wu Weihuang,Liu Yang

Funder

National Natural Science Foundation of China

Chinese Academy of Sciences

Wuhan University of Technology

National Key Research and Development Program of China

Chinese Academy of Engineering

Sanya Yazhou Bay Science and Technology City

Publisher

Elsevier BV

Subject

Statistical and Nonlinear Physics,Statistics and Probability

Reference46 articles.

1. Vessel trajectory prediction in maritime transportation: current approaches and beyond;Zhang;IEEE Trans. Intell. Transp. Syst.,2022

2. Ship behavior prediction via trajectory extraction-based clustering for maritime situation awareness;Murray;J. Ocean Eng. Sci.,2022

3. Data-driven methods for detection of abnormal ship behavior: progress and trends;Wang;Ocean Eng.,2023

4. GeoTrackNet--a maritime anomaly detector using probabilistic neural network representation of AIS tracks and a contrario detection;Nguyen;IEEE Trans. Intell. Transp. Syst.,2021

5. Liu R.W., Liang M., Nie J., et al. (2021) Intelligent Data-Driven Vessel Trajectory Prediction in Marine Transportation Cyber-Physical System[C]. IEEE the 14th IEEE International Conference on Cyber, Physical and Social Computing (CPSCom), 314–321.

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Monitoring and estimation of urban emissions with low-cost sensor networks and deep learning;Ecological Informatics;2024-09

2. Early Warning Study of Field Station Process Safety Based on VMD-CNN-LSTM-Self-Attention for Natural Gas Load Prediction;2024-08-06

3. Construction of a large-scale maritime element semantic schema based on knowledge graph models for unmanned automated decision-making;Frontiers in Marine Science;2024-06-05

4. An Adaptive Multimodal Data Vessel Trajectory Prediction Model Based on a Satellite Automatic Identification System and Environmental Data;Journal of Marine Science and Engineering;2024-03-20