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] 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 …

Advanced model predictive control framework for autonomous intelligent mechatronic systems: A tutorial overview and perspectives

Y Shi, K Zhang - Annual Reviews in Control, 2021 - Elsevier
This paper presents a review on the development and application of model predictive
control (MPC) for autonomous intelligent mechatronic systems (AIMS). Starting from the …

[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 developing fully autonomous systems that replace the role of …

A survey of distributed optimization methods for multi-robot systems

T Halsted, O Shorinwa, J Yu, M Schwager - arXiv preprint arXiv …, 2021 - arxiv.org
Distributed optimization consists of multiple computation nodes working together to minimize
a common objective function through local computation iterations and network-constrained …

Distributed nonlinear trajectory optimization for multi-robot motion planning

L Ferranti, L Lyons, RR Negenborn… - … on Control Systems …, 2022 - ieeexplore.ieee.org
This work presents a method for multi-robot coordination based on a novel distributed
nonlinear model predictive control (NMPC) formulation for trajectory optimization and its …

[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 …

Distributed Optimization Methods for Multi-robot Systems: Part 1—A Tutorial

O Shorinwa, T Halsted, J Yu… - IEEE Robotics & …, 2024 - ieeexplore.ieee.org
Distributed optimization provides a framework for deriving distributed algorithms for a variety
of multi-robot problems. This tutorial constitutes the first part of a two-part series on …

A data-driven approach for collision risk early warning in vessel encounter situations using attention-BiLSTM

J Ma, C Jia, X Yang, X Cheng, W Li, C Zhang - IEEE access, 2020 - ieeexplore.ieee.org
Collision risk early warning is critical to sailing safety in vessel encounter situations because
it provides ship officers with sufficient time to react to emergencies and take evasive actions …