Survey of deep learning for autonomous surface vehicles in marine environments

Y Qiao, J Yin, W Wang, F Duarte… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Within the next several years, there will be a high level of autonomous technology that will
be available for widespread use, which will reduce labor costs, increase safety, save energy …

[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 …

MPC-based motion planning and control enables smarter and safer autonomous marine vehicles: Perspectives and a tutorial survey

H Wei, Y Shi - IEEE/CAA Journal of Automatica Sinica, 2022 - ieeexplore.ieee.org
Autonomous marine vehicles (AMVs) have received considerable attention in the past few
decades, mainly because they play essential roles in broad marine applications such as …

Robust bipartite tracking consensus of multi-agent systems via neural network combined with extended high-gain observer

W Li, K Qin, G Li, M Shi, X Zhang - ISA transactions, 2023 - Elsevier
In this paper, the robust bipartite tracking consensus problem for second-order multi-agent
systems has been addressed in the presence of lumped disturbances and unknown velocity …

[HTML][HTML] A ship collision avoidance system for human-machine cooperation during collision avoidance

Y Huang, L Chen, RR Negenborn, P Van Gelder - Ocean Engineering, 2020 - Elsevier
Abstract Maritime Autonomous Surface Ships (MASS) attract increasing attention in recent
years. Researchers aim at develo** fully autonomous systems that replace the role of …

Flexible formation tracking control of multiple unmanned surface vessels for navigating through narrow channels with unknown curvatures

C Tang, HT Zhang, J Wang - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
This article proposes a flexible formation tracking control protocol (FFTC) for multiple
unmanned surface vessels (USVs) to pass through narrow water channels with unknown …

Toward optimal MEC-based collision avoidance system for cooperative inland vessels: A federated deep learning approach

W Hammedi, B Brik, SM Senouci - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Cooperative collision avoidance between inland waterway ships is among the envisioned
services on the Internet of Ships. Such a service aims to support safe navigation while …

[HTML][HTML] State-of-the-art review and future perspectives on maneuvering modeling for automatic ship berthing

S Zhang, Q Wu, J Liu, Y He, S Li - Journal of Marine Science and …, 2023 - mdpi.com
Automatic berthing is at the top level of ship autonomy; it is unwise and hasty to hand over
the control initiative to the controller and the algorithm without the foundation of the …

Federated learning for maritime environments: use cases, experimental results, and open issues

A Giannopoulos, P Gkonis, P Bithas… - Journal of Marine …, 2024 - mdpi.com
Maritime transportation is crucial for global trade and responsible for the majority of goods
movement worldwide. The optimization of maritime operations is challenged by the …

Survey on cooperative collision avoidance research for ships

L Chen, Y Fu, P Chen, J Mou - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Communication among the ships can provide additional information that assists ships in
negotiating and collaborating with others to take effective actions. This article provides a …