Global Spatial Technology Solutions Inc. Dartmouth
Application of Novel AI Techniques to Satellite Big Data Analysis in Support of Maritime Risk Management The project aims to develop a novel approach to classify vessels solely from time series of Satellite Automatic Identification System ( SAIS ) po — Application of Novel AI Techniques to Satellite Big Data Analysis in Support of Maritime Risk Management The project aims to develop a novel approach to classify vessels solely from time series of Satellite Automatic Identification System ( SAIS ) positional data ( e.g. , longitude, latitude, speed over ground, course over ground) by employing advanced data analysis and artificial intelligence ( AI ) models to reveal vessel trajectory idiosyncrasies. In particular, the approach exploits positional information to derive identification information entirely independent of the vessel's stated identifiers such as the Maritime Mobile Service Identity ( MMSI ). This approach aims to directly enhance the utility of the SAIS data stream by enabling sophisticated applications that depend on datasets with reliable vessel IDs .