Artificial Intelligence and Machine Learning

Vessel Trajectory Reconstruction Of Missing AIS data values Machine Learning (Date: 19/10/2021)

Automatic Identification System (AIS) is an automatic vessel tracking system that uses digital navigation equipment to broadcast important messages that describe the vessel and its sailing status information. The original purpose of AIS was solely collision avoidance, but many other applications have since developed and continue to be developed . AIS data is generally visualized…

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1280 867 Maritime Research Center

Shipping Radiated Noise Estimation Using AI

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1280 853 Maritime Research Center

Machine learning application in underwater channel modelling

Underwater acoustics is the study of the propagation of sound in water and the interaction of the acoustic waves with the water, its contents and its boundaries. Due to the heavy signal loss and fading undergone by EM waves underwater, acoustic waves are the main medium of propagation of signals under the water. This makes…

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1280 853 Maritime Research Center

Vessel path prediction IWT

Vessel movement in the Indian Inland waterways has not been studied thoroughly. The inland waterways in India are generally neglected until now. Although the proportion of traffic carried through IWT is a fraction of that carried by road and rail , but the rapidly increasing importance of river transport cannot be underestimated. Due to the…

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1280 720 Maritime Research Center

Automating Static AIS Data

Globalized economy of modern world is run on maritime domain, with ocean transport being the most efficient and effective way of transporting goods around the world. Currently, ocean transport conveys 90% of world trade and is the sunrise sector in the ever-expanding economies of scale . This large movement of people, goods and vessels across the planet calls…

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1280 853 Maritime Research Center

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