Improved kinematic interpolation for AIS trajectory reconstruction
Ship trajectory information has made a significant contribution to the data-based research in
analyzing maritime transportation and has facilitated the improvement of maritime safety …
analyzing maritime transportation and has facilitated the improvement of maritime safety …
AIS data repair model based on generative adversarial network
W Zhang, W Jiang, Q Liu, W Wang - Reliability Engineering & System Safety, 2023 - Elsevier
Abstract Automatic Identification System (AIS) is a navigation aid system widely used in
maritime safety and communication. However, due to issues with AIS devices, the data …
maritime safety and communication. However, due to issues with AIS devices, the data …
A distributed framework for extracting maritime traffic patterns
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 …
(AIS), a compulsory tracking system for many types of vessels. Ships that carry AIS …
[HTML][HTML] HiTrip: Historical trajectory interpolation for trawlers via deep learning on multi-source data
Abstract The Vessel Monitoring System (VMS) on trawlers has revolutionized our
understanding of spatiotemporal fishing activities. However, the low temporal resolution of …
understanding of spatiotemporal fishing activities. However, the low temporal resolution of …
[HTML][HTML] An anomaly detection method for AIS trajectory based on kinematic interpolation
With the enormous amount of information provided by the ship Automatic Identification
System (AIS), AIS is now playing a significant role in maritime transport system-related …
System (AIS), AIS is now playing a significant role in maritime transport system-related …
A data-driven approach for ship-bridge collision candidate detection in bridge waterway
The consequences caused by bridge failures owing to the ship-bridge collision are always
severe in terms of loss of life, economy, and environmental consequences to individuals and …
severe in terms of loss of life, economy, and environmental consequences to individuals and …
A comprehensive statistical investigation framework for characteristics and causes analysis of ship accidents: A case study in the fluctuating backwater area of Three …
Frequent water traffic accidents pose severe threats to human life and property safety, the
water environment, and adverse effects on social stability. Understanding historical …
water environment, and adverse effects on social stability. Understanding historical …
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea
In this paper we model spatio-temporal data describing the fishing activities in the Northern
Adriatic Sea over four years. We build, implement and analyze a database based on the …
Adriatic Sea over four years. We build, implement and analyze a database based on the …
Neural network-based automatic reconstruction of missing vessel trajectory data
Automatic identification system (AIS) is an independent tracking system which has been
widely utilized on ships to frequently broadcast the time-stamped vessel position reports …
widely utilized on ships to frequently broadcast the time-stamped vessel position reports …
Interpolation-Based Inference of Vessel Trajectory Waypoints from Sparse AIS Data in Maritime
The availability of automatic identification system (AIS) data for tracking vessels has paved
the way for improvements in maritime safety and efficiency. However, one of the main …
the way for improvements in maritime safety and efficiency. However, one of the main …