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 …

A nonlinear model predictive control for the position tracking of cable-driven parallel robots

JC Santos, M Gouttefarde… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a nonlinear model predictive control (NMPC) strategy for the position
tracking of cable-driven parallel robots (CDPRs). The NMPC formulation handles explicitly …

Hierarchical model predictive image-based visual servoing of underwater vehicles with adaptive neural network dynamic control

J Gao, AA Proctor, Y Shi… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
This paper proposes a hierarchical image-based visual servoing (IBVS) strategy for dynamic
positioning of a fully actuated underwater vehicle. In the kinematic loop, the desired velocity …

Design, modeling, and nonlinear model predictive tracking control of a novel autonomous surface vehicle

W Wang, LA Mateos, S Park, P Leoni… - … on Robotics and …, 2018 - ieeexplore.ieee.org
In this paper, we present the design, modeling, and real-time nonlinear model predictive
control (NMPC) of an autonomous robotic boat. The robot is easy to manufacture, highly …

A robust predictive control approach for underwater robotic vehicles

S Heshmati-Alamdari, GC Karras… - … on Control Systems …, 2019 - ieeexplore.ieee.org
This article presents a robust nonlinear model predictive control (NMPC) scheme for
autonomous navigation of underwater robotic vehicles operating in a constrained …

Virtual submerged floating operational system for robotic manipulation

Q Zhang, J Zhang, A Chemori, X Xiang - Complexity, 2018 - Wiley Online Library
In this work, a virtual submerged floating operational system (VSFOS) based on parallel and
serial robotic platforms is proposed. The primary aim behind its development lies in carrying …

Model predictive control for underwater robots in ocean waves

DC Fernández, GA Hollinger - IEEE Robotics and Automation …, 2016 - ieeexplore.ieee.org
Underwater robots beneath ocean waves can benefit from feedforward control to reduce
position error. This letter proposes a method using model predictive control (MPC) to predict …

Sliding mode adaptive neural network control for hybrid visual servoing of underwater vehicles

J Gao, X An, A Proctor, C Bradley - Ocean Engineering, 2017 - Elsevier
In this paper, a hybrid visual servo (HVS) controller is proposed for underwater vehicles, in
which a combination of the vehicle's 3-D Cartesian pose and the 2-D image coordinates of a …

Predictive motion planning for AUVs subject to strong time-varying currents and forecasting uncertainties

VT Huynh, M Dunbabin… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
This paper presents a novel path planning method for minimizing the energy consumption of
an autonomous underwater vehicle subjected to time varying ocean disturbances and …