Exploiting AIS Data for Intelligent Maritime Navigation: A Comprehensive Survey
نویسندگان
چکیده
The Automatic Identification System (AIS) tracks vessel movement by means of electronic exchange of navigation data between vessels, with onboard transceiver, terrestrial and/or satellite base stations. The gathered data contains a wealth of information useful for maritime safety, security and efficiency. This paper surveys AIS data sources and relevant aspects of navigation in which such data is or could be exploited for safety of seafaring, namely traffic anomaly detection, route estimation, collision prediction and path planning.
منابع مشابه
An Automatic Identification System (AIS) Database for Maritime Trajectory Prediction and Data Mining
In recent years, maritime safety and efficiency become more and more important across the world. Automatic Identification System (AIS) tracks vessel movement by onboard transceiver and terrestrial and/or satellite base station. The data collected by AIS contains broadcast kinematic information and static information. Both of them are useful for anomaly detection and route prediction which are k...
متن کاملCharacteristics of Ship Movements in a Fairway
Abstract In a coastal area, all of the vessels are always exposed to the potential risk, taking into the maritime accident statistics account over the last decades. To manage vessels underway safety, the characteristics of ship movements in a fairway should be recognized by VTS system or VTS operators. The IMO has already mandated the shipboard carriage of AIS since 2004, as stated in SOLAS Cha...
متن کاملNew Possible Roles of Small Satellites in Maritime Surveillance
The introduction of AIS will change maritime surveillance in the future. We explore how satellites can complement or extend this cooperative surveillance technique. Radar satellites alone are not sufficient. Micro-satellites carrying sensors for reception of navigation radar pulses or AIS signals offer some promising options.
متن کاملFormal Safety Assessment (FSA) for Analysis of Ship Collision Using AIS Data
Currently, Maritime safety is the best issue in the world. International Maritime organization (IMO) have recommended FSA methodology to enhance maritime safety. In this paper, the research conducted in the Malacca Strait. Malacca Strait is an area that has a high risk for shipping navigation. Many accidents occur in the area are like collision, fire, grounding and so on. Therefo...
متن کاملError Distinguish of Ais Based on Evidence Combination
The Automatic Identification System (AIS) is essential digital communication equipment for maritime safety in inland rivers. The occasional error of GNSS (Global Navigation Satellite System) devices in the AIS equipment will make the terminal send fake dynamic information discontinuously, which needs to be distinguished manually. With the help of the DSmT method, gathering and qualifying the sh...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CoRR
دوره abs/1606.00981 شماره
صفحات -
تاریخ انتشار 2016