Method for Select Best AIS Data in Prediction Vessel Movements and Route Estimation

نویسندگان

چکیده

The prediction of vessel maritime navigation has become an exciting topic in the last years, especially considering economics, commercial exchange, and security. In addition, monitoring requires better systems techniques that help enterprises governments to protect their interests. Specifically, movements is essential for safety tracking. However, applications have a high cost related computational efficiency low resource saving. This article presents sample method select historical data on vessel-specific routes optimize performance positions route estimation real-time. These can estimate complete path perform position predictions through time. Select Best AIS Data Prediction Vessel Movements Route Estimation (PreMovEst) works Traffic Service database save resources when or estimations are executed. discusses artificial neural network. work aims present model correctly predicts physical movement route. It supports planning Service. After testing method, results obtained precision 76.15%, those time accuracy 81.043%.

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ژورنال

عنوان ژورنال: Applied sciences

سال: 2021

ISSN: ['2076-3417']

DOI: https://doi.org/10.3390/app11052429