Recent advances in ai for navigation and control of underwater robots

L Christensen, J de Gea Fernández… - Current Robotics …, 2022 - Springer
Abstract Purpose of Review The goal of this paper is to review current developments in the
area of underwater robotics regarding the use of AI, especially in model learning, robot …

Guidance and control methodologies for marine vehicles: A survey

HR Karimi, Y Lu - Control Engineering Practice, 2021 - Elsevier
Offshore mechatronics systems engineering has recently received high attentions in various
sectors such as energy, transportation, etc. Specifically, offshore robotic vehicles have …

Disturbance Rejection for Underwater robotic vehicle based on adaptive fuzzy with nonlinear PID controller

MW Hasan, NH Abbas - ISA transactions, 2022 - Elsevier
In this paper, an adaptive fuzzy with a nonlinear PID (AFNLPID) controller is suggested to
solve and eliminate the effect of the disturbances regularly caused by the ocean currents …

Recurrent neural network-based robust nonsingular sliding mode control with input saturation for a non-holonomic spherical robot

SB Chen, A Beigi, A Yousefpour, F Rajaee… - IEEE …, 2020 - ieeexplore.ieee.org
We develop a new robust control scheme for a non-holonomic spherical robot. To this end,
the mathematical model of a pendulum driven non-holonomic spherical robot is first …

Virtual guidance-based coordinated tracking control of multi-autonomous underwater vehicles using composite neural learning

Y Shou, B Xu, A Zhang, T Mei - IEEE Transactions on Neural …, 2021 - ieeexplore.ieee.org
This article proposes a virtual leader-based coordinated controller for the nonlinear multiple
autonomous underwater vehicles (multi-AUVs) with the system uncertainties. To achieve the …

Adaptive fuzzy nonlinear integral sliding mode control for unmanned underwater vehicles based on ESO

J Tang, Z Dang, Z Deng, C Li - Ocean Engineering, 2022 - Elsevier
An adaptive fuzzy nonlinear integral sliding mode control strategy based on an extended
state observer (ESO) is proposed for trajectory tracking of unmanned underwater vehicles …

Quaternion-based finite-time fault-tolerant trajectory tracking control for autonomous underwater vehicle without unwinding

Z Huang, Z Su, B Huang, S Song, J Li - ISA transactions, 2022 - Elsevier
This brief disposes the finite-time anti-unwinding trajectory tracking control problem of the
autonomous underwater vehicle (AUV) encountering model uncertainties, ocean …

Robust adaptive tracking control of underwater vehicles: Design, stability analysis, and experiments

AS Tijjani, A Chemori, V Creuze - IEEE/ASME Transactions on …, 2020 - ieeexplore.ieee.org
The unpredictable nature of the marine environment, combined with nonlinear dynamics
and parameter uncertainty of underwater vehicles makes the control system design for such …

Finite-time prescribed performance trajectory tracking control for underactuated autonomous underwater vehicles based on a tan-type barrier Lyapunov function

H Liu, B Meng, X Tian - IEEE Access, 2022 - ieeexplore.ieee.org
This paper proposed a finite-time prescribed performance control scheme for underactuated
autonomous underwater vehicles (AUVs) based on adaptive neural networks and a tan-type …

APSO-MPC and NTSMC cascade control of fully-actuated autonomous underwater vehicle trajectory tracking based on RBF-NN compensator

H Bao, H Zhu, X Li, J Liu - Journal of Marine Science and Engineering, 2022 - mdpi.com
In this paper, a model predictive control (MPC) method optimized by an adaptive particle
swarm optimization (APSO) algorithm is proposed. Combined with non-singular terminal …