Vessel Path Prediction IWT
This research note highlights that Indian inland waterways have not been studied thoroughly and that it has been generally neglected until now. The research notes state that although the proportion of traffic carried through IWT is a fraction of that carried by road and rail, the rapidly increasing importance of river transport cannot be underestimated. This research note also…
Vessel Trajectory Reconstruction Of Missing AIS Data Values Machine Learning.
The report discusses the importance of Automatic Identification System (AIS) data in tracking vessel trajectories and its applications in various fields such as mapping shipping density, characterizing marine traffic patterns, anomalous behavior detection of ships, collision risk analysis, investigation of maritime accidents, and maritime route generation for…
Shipping Radiated Noise Estimation Using AI.
This research note highlights commercial ships are the major source of underwater radiated noise, which is generated because of interaction between hull, water and propeller cavitation that lies in the low-frequency range. It states that various…
Machine Learning Application In Underwater Channel Modelling.
The research discusses the importance of underwater acoustics in understanding sound propagation in water and its various…
Automating Static AIS Data
This research note talks about the Automatic Identification System (AIS), which was developed to track vessel movements and has proven quite effective in dealing with a wide range of problems ranging from fleet monitoring and collision to detecting…