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 …

Review of collision avoidance and path planning methods for ships in close range encounters

CK Tam, R Bucknall, A Greig - The Journal of Navigation, 2009 - cambridge.org
Efficient marine navigation through obstructions is still one of the many problems faced by
the mariner. Many accidents can be traced to human error, recently increased traffic …

An improved A-star algorithm considering water current, traffic separation and berthing for vessel path planning

C Liu, Q Mao, X Chu, S Xie - Applied Sciences, 2019 - mdpi.com
A traditional A-Star (A*) algorithm generates an optimal path by minimizing the path cost. For
a vessel, factors of path length, obstacle collision risk, traffic separation rule and …

Autonomous vehicle: Security by design

A Chattopadhyay, KY Lam… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Security of (semi)-autonomous vehicles is a growing concern, first, due to the increased
exposure of the functionality to potential attackers; second, due to the reliance of …

Data mining approach for automatic ship-route design for coastal seas using AIS trajectory clustering analysis

D Zhang, Y Zhang, C Zhang - Ocean Engineering, 2021 - Elsevier
In this paper, we propose an automatic route design method based on simple recurrent unit
(SRU) and automatic identification system (AIS) data. Laplacian eigen maps and Gaussian …

Obstacle avoidance approaches for autonomous navigation of unmanned surface vehicles

R Polvara, S Sharma, J Wan, A Manning… - The Journal of …, 2018 - cambridge.org
The adoption of a robust collision avoidance module is required to realise fully autonomous
Unmanned Surface Vehicles (USVs). In this work, collision detection and path planning …

Cooperative path planning algorithm for marine surface vessels

CK Tam, R Bucknall - Ocean Engineering, 2013 - Elsevier
Effective and practical collision avoidance manoeuvres through traffic are still one of the
major problems hindering the development and adoption of a fully autonomous vessel …

Ship autonomous collision-avoidance strategies—A comprehensive review

H Lyu, Z Hao, J Li, G Li, X Sun, G Zhang, Y Yin… - Journal of Marine …, 2023 - mdpi.com
Autonomous decision-making for ships to avoid collision is core to the autonomous
navigation of intelligent ships. In recent years, related research has shown explosive growth …

Angular rate-constrained path planning algorithm for unmanned surface vehicles

H Kim, D Kim, JU Shin, H Kim, H Myung - Ocean Engineering, 2014 - Elsevier
This study suggests a new approach based on Theta* algorithm to create paths in real-time,
considering both angular rate (yaw rate) and heading angle of unmanned surface vehicles …

Coordinated multi-stage and multi-objective optimization approach for ship collision avoidance decision-making

K Liu, X Wu, Y Zhou, Z Yuan, X Xin, J Zhang - Ocean Engineering, 2023 - Elsevier
Appropriate decision-making is essential to prevent ship collisions and further ensure
navigational safety at sea. Current research on collision avoidance decision-making …