[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 …

Risk and reliability analysis for maritime autonomous surface ship: A bibliometric review of literature from 2015 to 2022

Z Li, D Zhang, B Han, C Wan - Accident Analysis & Prevention, 2023 - Elsevier
Recently, researchers have shown a soaring interest in maritime autonomous surface ship
(MASS). The reliable design and risk evaluation of MASS is crucial in order to support its …

Collision avoidance for autonomous ship using deep reinforcement learning and prior-knowledge-based approximate representation

C Wang, X Zhang, Z Yang, M Bashir… - Frontiers in Marine …, 2023 - frontiersin.org
Reinforcement learning (RL) has shown superior performance in solving sequential
decision problems. In recent years, RL is gradually being used to solve unmanned driving …

[HTML][HTML] COLREG and MASS: Analytical review to identify research trends and gaps in the Development of Autonomous Collision Avoidance

CH Chang, IB Wijeratne, C Kontovas, Z Yang - Ocean Engineering, 2024 - Elsevier
Abstract Maritime Autonomous Surface Ships (MASS) face regulatory challenges, with some
suggesting that the existing Collision Regulations (COLREG) present linguistic barriers for …

A novel quantitative and qualitative model for forecasting the navigational risks of Maritime Autonomous Surface Ships

CC Chou, CN Wang, HP Hsu - Ocean Engineering, 2022 - Elsevier
Navigators, shipping companies, port authorities and government maritime bureaus are
interested in understanding the navigational risks of Maritime Autonomous Surface Ships …

[HTML][HTML] A review on COLREGs-compliant navigation of autonomous surface vehicles: From traditional to learning-based approaches

L Hu, H Hu, W Naeem, Z Wang - Journal of Automation and Intelligence, 2022 - Elsevier
A growing interest in developing autonomous surface vehicles (ASVs) has been witnessed
during the past two decades, including COLREGs-compliant navigation to ensure safe …

A path planning method for the autonomous ship in restricted bridge area based on anisotropic fast marching algorithm

Y Zhang, P Chen, L Chen, J Mou - Ocean Engineering, 2023 - Elsevier
The increasing number of bridges in inland waterways has been continuously posing the
potential for ship-bridge collision accidents. To reduce the probability of accidents in the …

Safety and efficiency of human-MASS interactions: towards an integrated framework

R Song, E Papadimitriou, RR Negenborn… - Journal of Marine …, 2024 - Taylor & Francis
Maritime Autonomous Surface Ships (MASS) have gained much attention as a safer and
more efficient mode of transportation and a potential solution to reduce the workload of …

Collaborative collision avoidance for autonomous ships using informed scenario-based model predictive control

M Akdağ, TI Fossen, TA Johansen - IFAC-PapersOnLine, 2022 - Elsevier
There exist several collision avoidance algorithms for autonomous ships. But the majority of
them do not utilize information about other ships' intentions, except for observed position …

[HTML][HTML] A decision support system for autonomous ship trajectory planning

M Akdağ, TA Pedersen, TI Fossen, TA Johansen - Ocean Engineering, 2024 - Elsevier
This study presents an approach to enhance human–machine collaboration in autonomous
ship trajectory planning. A decision support system is developed, considering crucial …