Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions
Autonomous driving has achieved significant milestones in research and development over
the last two decades. There is increasing interest in the field as the deployment of …
the last two decades. There is increasing interest in the field as the deployment of …
A review of path planning algorithms in maritime autonomous surface ships: Navigation safety perspective
Unmanned maritime systems are evolving in a rapidly changing environment. Although the
regulation and international law processes are still in progress, there are numerous …
regulation and international law processes are still in progress, there are numerous …
[HTML][HTML] AIS data-driven ship trajectory prediction modelling and analysis based on machine learning and deep learning methods
Maritime transport faces new safety challenges in an increasingly complex traffic
environment caused by large-scale and high-speed ships, particularly with the introduction …
environment caused by large-scale and high-speed ships, particularly with the introduction …
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 …
navigation of maritime autonomous surface ships (MASS), which in turn provides prominent …
Ship collision avoidance methods: State-of-the-art
Collision prevention is critical for navigation safety at sea. At early ages, researchers aimed
at develo** navigational assistance systems for enhancing situational awareness of …
at develo** 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
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 …
introduces a direct analysis methodology that makes use of Automatic Identification System …
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 …
ships or Unmanned Surface Vehicles (USV) in complex and dynamic navigation …
[HTML][HTML] Collaborative collision avoidance for maritime autonomous surface ships: A review
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 …
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
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 …
excavate the deep-seated information. In this article, an interpretable knowledge-based …
Deep reinforcement learning-based collision avoidance for an autonomous ship
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 …
For a robust autonomous navigation system, the location, speed, and direction of the ship …