Ship collision avoidance methods: State-of-the-art

Y Huang, L Chen, P Chen, RR Negenborn… - Safety science, 2020 - Elsevier
Collision prevention is critical for navigation safety at sea. At early ages, researchers aimed
at developing navigational assistance systems for enhancing situational awareness of …

[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 …

COLREGS-constrained real-time path planning for autonomous ships using modified artificial potential fields

H Lyu, Y Yin - The Journal of navigation, 2019 - cambridge.org
This paper presents a real-time and deterministic path planning method for autonomous
ships or Unmanned Surface Vehicles (USV) in complex and dynamic navigation …

Proximal policy optimization with reciprocal velocity obstacle based collision avoidance path planning for multi-unmanned surface vehicles

D Xue, D Wu, AS Yamashita, Z Li - Ocean Engineering, 2023 - Elsevier
The challenge of solving the collision avoidance path planning problem lies in adaptively
selecting the optimal agent velocity in complex scenarios full of reciprocal obstacles. To …

Fuzzy logic based approach for ship-bridge collision alert system

B Wu, TL Yip, X Yan, CG Soares - Ocean Engineering, 2019 - Elsevier
This paper proposes a fuzzy logic based approach for ship-bridge collision alert by
considering ship particulars, bridge parameters and natural environment. It can be …

Use of AIS data to characterise marine traffic patterns and ship collision risk off the coast of Portugal

PAM Silveira, AP Teixeira, CG Soares - The Journal of Navigation, 2013 - cambridge.org
This paper studies the risk of ship collision off the coast of Portugal based on Automatic
Identification System (AIS) data, which is recorded and maintained by the Portuguese …

A distributed anti-collision decision support formulation in multi-ship encounter situations under COLREGs

J Zhang, D Zhang, X Yan, S Haugen, CG Soares - Ocean Engineering, 2015 - Elsevier
A multi-ship anti-collision decision support formulation is studied in a distributed and real
time way. Under the general requirements from COLREGs rules and regulations, the …

A real-time collision avoidance learning system for Unmanned Surface Vessels

Y Zhao, W Li, P Shi - Neurocomputing, 2016 - Elsevier
A great amount of effort has been devoted to the study on Unmanned Surface Vehicles
(USV) due to an increasing demand for their use in a variety of maritime applications. Real …

An evidential reasoning‐based CREAM to human reliability analysis in maritime accident process

B Wu, X Yan, Y Wang, CG Soares - Risk analysis, 2017 - Wiley Online Library
This article proposes a modified cognitive reliability and error analysis method (CREAM) for
estimating the human error probability in the maritime accident process on the basis of an …

COLREGs-abiding hybrid collision avoidance algorithm based on deep reinforcement learning for USVs

X Xu, Y Lu, G Liu, P Cai, W Zhang - Ocean Engineering, 2022 - Elsevier
In order to realize the autonomous collision avoidance of unmanned surface vehicles
(USVs), an intelligent hybrid collision avoidance algorithm based on deep reinforcement …