[HTML][HTML] Path planning and collision avoidance for autonomous surface vehicles II: a comparative study of algorithms

A Vagale, RT Bye, R Oucheikh, OL Osen… - Journal of Marine …, 2021 - Springer
Artificial intelligence is an enabling technology for autonomous surface vehicles, with
methods such as evolutionary algorithms, artificial potential fields, fast marching methods …

Collision-avoidance navigation systems for Maritime Autonomous Surface Ships: A state of the art survey

X Zhang, C Wang, L Jiang, L An, R Yang - Ocean Engineering, 2021 - Elsevier
The rapid development of artificial intelligence significantly promotes collision-avoidance
navigation of maritime autonomous surface ships (MASS), which in turn provides prominent …

[HTML][HTML] AIS data-driven ship trajectory prediction modelling and analysis based on machine learning and deep learning methods

H Li, H Jiao, Z Yang - Transportation Research Part E: Logistics and …, 2023 - Elsevier
Maritime transport faces new safety challenges in an increasingly complex traffic
environment caused by large-scale and high-speed ships, particularly with the introduction …

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 method for the direct assessment of ship collision damage and flooding risk in real conditions

M Zhang, F Conti, H Le Sourne, D Vassalos, P Kujala… - Ocean …, 2021 - Elsevier
Collision accidents may lead to significant asset damage and human casualties. This paper
introduces a direct analysis methodology that makes use of Automatic Identification System …

A review of path planning algorithms in maritime autonomous surface ships: Navigation safety perspective

Ü Öztürk, M Akdağ, T Ayabakan - Ocean Engineering, 2022 - Elsevier
Unmanned maritime systems are evolving in a rapidly changing environment. Although the
regulation and international law processes are still in progress, there are numerous …

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 …

Deep reinforcement learning-based collision avoidance for an autonomous ship

DH Chun, MI Roh, HW Lee, J Ha, D Yu - Ocean Engineering, 2021 - Elsevier
Social interest in autonomous navigation systems for autonomous ships is also increasing.
For a robust autonomous navigation system, the location, speed, and direction of the ship …

[HTML][HTML] Collaborative collision avoidance for maritime autonomous surface ships: A review

M Akdağ, P Solnør, TA Johansen - Ocean Engineering, 2022 - Elsevier
Collision avoidance algorithms for autonomous ships are frequently proposed, but very few
studies consider the interaction and information exchange between ships, and if they do, this …

An interpretable knowledge-based decision support method for ship collision avoidance using AIS data

J Zhang, J Liu, S Hirdaris, M Zhang, W Tian - Reliability Engineering & …, 2023 - Elsevier
AIS data include ship spatial-temporal and motion parameters which can be used to
excavate the deep-seated information. In this article, an interpretable knowledge-based …