Exploiting AIS data for intelligent maritime navigation: A comprehensive survey from data to methodology

E Tu, G Zhang, L Rachmawati… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
The automatic identification system (AIS) tracks vessel movement by means of electronic
exchange of navigation data between vessels, with onboard transceiver, terrestrial, and/or …

[HTML][HTML] A bibliometric analysis and systematic review of shipboard Decision Support Systems for accident prevention

M Gil, K Wróbel, J Montewka, F Goerlandt - Safety science, 2020 - Elsevier
Maritime transport faces new safety-related challenges resulting from constantly increasing
traffic density, along with increasing dimensions of ships. Consequently, the number of new …

Fuzzy domain and meta-heuristic algorithm-based collision avoidance control for ships: Experimental validation in virtual and real environment

R Fiskin, O Atik, H Kisi, E Nasibov, TA Johansen - Ocean Engineering, 2021 - Elsevier
Collisions at sea are frequently caused by human-related factors, such as; manoeuvre
timing mistakes, risk assessment failures and deficiencies in strategies for collision …

Comparison between the collision avoidance decision-making in theoretical research and navigation practices

M Li, J Mou, L Chen, Y Huang, P Chen - Ocean Engineering, 2021 - Elsevier
Collison between ships is one of the major contributors to maritime accidents. To reduce
ship collision accidents, the research on collision avoidance decision-making has been …

Ship collision avoidance anthropomorphic decision-making for structured learning based on AIS with Seq-CGAN

M Gao, GY Shi - Ocean Engineering, 2020 - Elsevier
The ship handling decision-making process constitutes the most critical step in intelligent
ship collision avoidance. This study utilized the ship encounter azimuth map to extract the …

A Decision‐Making Method for Ship Collision Avoidance Based on Improved Cultural Particle Swarm

Y Zheng, X Zhang, Z Shang, S Guo… - Journal of Advanced …, 2021 - Wiley Online Library
In the process of ship collision avoidance decision making, steering collision avoidance is
the most frequently adopted collision avoidance method. In order to obtain an effective and …

Ant colony optimization based navigational decision support system

A Lazarowska - Procedia computer science, 2014 - Elsevier
This paper presents a Swarm Intelligence (SI) application using Ant Colony Optimization
(ACO) techniques in a navigational Decision Support System (DSS). The problem-solving …

[PDF][PDF] Swarm intelligence approach to safe ship control

A Lazarowska - Polish Maritime Research, 2015 - sciendo.com
This paper presents an application of the Ant Colony Optimization (ACO) technique in a safe
ship control system. The method developed solves the problem of path planning and …

Sailing status recognition to enhance safety awareness and path routing for a commuter ferry

B Wu, G Li, T Wang, HP Hildre… - Ships and Offshore …, 2021 - Taylor & Francis
This paper suggests a framework about how log data are used to develop a classifier to
recognise the sailing status of a commuter ferry, which, in turn, serves as a tool of safety …

A research on techniques, models and methods proposed for ship collision avoidance path planning problem

R Fıskın, H Kisi, E Nasibov - … Journal of Maritime …, 2018 - intmaritimeengineering.org
The development of soft computing techniques in recent years has encouraged researchers
to study on the path planning problem in ship collision avoidance. These techniques have …