Ship Trajectory Reconstruction from AIS Sensory Data via Data Quality Control and Prediction

The Ship Movement Trajectory Prediction Algorithm Using Navigational Data Fusion

It is essential for the marine navigator conducting maneuvers of his ship at sea to know future positions of himself and target ships in a specific time span to effectively solve collision situations. This article presents an algorithm of ship movement trajectory prediction, which, through data fusion, takes into account measurements of the ship's current position from a number of doubled auton...

Image Reconstruction from Incomplete Data

Image Reconstruction from Incomplete Data

Comparison Study on Ais Data of Ship Traffic Behavior Original Citation Comparison Study on Ais Data of Ship Traffic Behavior

AIS (Automatic Identification System) data provides valuable input parameters in ship traffic simulation models for risk analysis and the prevention of shipping accidents. This paper reports on the detailed analysis of AIS data for modeling purposes. This analysis is focused on restricted waterways to support inland waterway simulations, comparing the differences between a narrow waterway in th...

Framework of Frequently Trajectory Extraction from AIS Data

Mining trajectory data has been attracting significant interest in the last years. Emerging technologies like Automatic Identification System (AIS) provides multi-dimensional data which is about voyages and vessels. The maritime area is a free moving space. Unlike the vehicles’ movements are constrained by road networks, there is no such a sea route for ships to follow in maritime area. In this...