Research on Ship Collision Probability Model Based on Monte Carlo Simulation and Bi-LSTM

Research on Ship Collision Probability Model Based on Monte Carlo Simulation and Bi-LSTM

The efficiency and safety of maritime traffic in a given area can be measured by analyzing traffic density and ship collision probability. Maritime traffic density is the number of ships passing through a given area in a given period of time. It can be measured using vessel tracking systems, such as...

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Bibliographic Details
Main Authors: Srđan Vukša, Pero Vidan, Mihaela Bukljaš, Stjepan Pavić
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Journal of Marine Science and Engineering
Subjects:
automatic identification system (AIS)
AIS data processing
collision probability
traffic density modeling
Monte Carlo simulation
bidirectional long short-term memory neural network (Bi-LSTM)
Online Access:https://www.mdpi.com/2077-1312/10/8/1124

Internet

https://www.mdpi.com/2077-1312/10/8/1124

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