Sensors and AI techniques for situational awareness in autonomous ships: A review

S Thombre, Z Zhao, H Ramm-Schmidt… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Autonomous ships are expected to improve the level of safety and efficiency in future
maritime navigation. Such vessels need perception for two purposes: to perform …

Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey

Z Xiao, X Fu, L Zhang, RSM Goh - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Maritime traffic service networks and information systems play a vital role in maritime traffic
safety management. The data collected from the maritime traffic networks are essential for …

Past, present, and future of the satellite-based automatic identification system: Areas of applications (2004–2016)

M Fournier, R Casey Hilliard, S Rezaee… - WMU journal of maritime …, 2018 - Springer
In 2016, the world shipping fleet grew by 3.5%. Even if the annual growth rate remains at its
lowest since 2013, the global situation is still in overcapacity (UNCTAD 2016). Ninety …

An overview on position location: Past, present, future

S Zekavat, RM Buehrer, GD Durgin, L Lovisolo… - International Journal of …, 2021 - Springer
Prior to the 21st century, positioning technologies had limited applications including air
traffic control, air and sea navigation, satellite communications and related military uses …

A survey of technologies for unmanned merchant ships

J Wang, Y Xiao, T Li, CLP Chen - Ieee Access, 2020 - ieeexplore.ieee.org
Unmanned merchant ships are ships that carry goods and engage in commercial activities
without manual operations on board. In contrast to traditional merchant ships, unmanned …

A distributed framework for extracting maritime traffic patterns

I Kontopoulos, I Varlamis, K Tserpes - International Journal of …, 2021 - Taylor & Francis
All the modern surveillance systems take advantage of the Automatic Identification System
(AIS), a compulsory tracking system for many types of vessels. Ships that carry AIS …

Cross-matching VIIRS boat detections with vessel monitoring system tracks in Indonesia

FC Hsu, CD Elvidge, K Baugh, M Zhizhin, T Ghosh… - Remote Sensing, 2019 - mdpi.com
A methodology had been proposed for cross-matching visible infrared imaging radiometer
suite (VIIRS) boat detections (VBD) with vessel monitoring system (VMS) tracks. The process …

Maritime data integration and analysis: recent progress and research challenges

C Claramunt, C Ray, L Salmon… - Advances in …, 2017 - openaccess.city.ac.uk
The correlated exploitation of heterogeneous data sources offering very large historical as
well as streaming data is important to increasing the accuracy of computations when …

Space-based global maritime surveillance. Part II: Artificial intelligence and data fusion techniques

G Soldi, D Gaglione, N Forti… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
Maritime surveillance (MS) is of paramount importance for search and rescue operations,
fishery monitoring, pollution control, law enforcement, migration monitoring, and national …

Real-time maritime anomaly detection: detecting intentional AIS switch-off

I Kontopoulos, K Chatzikokolakis… - … Journal of Big …, 2020 - inderscienceonline.com
Today, most of the maritime surveillance systems rely on the automatic identification system
(AIS), which is compulsory for vessels of specific categories to carry. Anomaly detection …