Fuzzy logic system-based robust adaptive control of AUV with target tracking

X Wang, B Xu, Y Guo - International Journal of Fuzzy Systems, 2023 - Springer
This article investigates the robust adaptive control for the longitudinal dynamics of
autonomous underwater vehicle with target tracking based on fuzzy logic system. Through …

Adaptive control for multi-agent systems with actuator fault via reinforcement learning and its application on multi-unmanned surface vehicle

W Bai, W Zhang, L Cao, Q Liu - Ocean Engineering, 2023 - Elsevier
In this paper, the adaptive cooperative control problem is studied for a class of second order
multi-agent systems (MASs) with actuator fault via reinforcement learning (RL). The strategic …

Event-triggered adaptive fuzzy tracking control for a class of fractional-order uncertain nonlinear systems with external disturbance

X You, M Shi, B Guo, Y Zhu, W Lai, S Dian… - Chaos, Solitons & Fractals, 2022 - Elsevier
In this paper, we are dedicated to addressing the event-triggered adaptive fuzzy tracking
control problem for a class of fractional-order nonlinear systems (FONSs) with uncertainty …

Adaptive fuzzy funnel control for a class of strict feedback nonlinear systems

X Liu, H Wang, C Gao, M Chen - Neurocomputing, 2017 - Elsevier
In this paper, a constraint control problem is considered for strict feedback nonlinear
systems. On the basis of backstepping design procedure, a system transformation is carried …

Non-linear bandwidth extended-state-observer based non-smooth funnel control for motor-drive servo systems

Y Cheng, X Ren, D Zheng, L Li - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article proposes a non-smooth funnel control (NSFC) strategy based on the extended
state observer (ESO) for motor-drive servo systems with unknown dynamics. These …

Global tracking control of strict-feedback systems using neural networks

JT Huang - IEEE transactions on neural networks and learning …, 2012 - ieeexplore.ieee.org
Most existing adaptive neural controllers ensure semiglobally uniform ultimately bounded
stability on the condition that the neural approximation remains valid for all time. However …

Adaptive neural control for a class of stochastic nonlinear time‐delay systems with unknown dead zone using dynamic surface technique

Z Li, T Li, G Feng - … Journal of Robust and Nonlinear Control, 2016 - Wiley Online Library
This paper investigates the problem of adaptive control for a class of stochastic nonlinear
time‐delay systems with unknown dead zone. A neural network‐based adaptive control …

A novel extreme learning control framework of unmanned surface vehicles

N Wang, JC Sun, MJ Er, YC Liu - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In this paper, an extreme learning control (ELC) framework using the single-hidden-layer
feedforward network (SLFN) with random hidden nodes for tracking an unmanned surface …

Path following of marine surface vehicles with dynamical uncertainty and time-varying ocean disturbances

L Liu, D Wang, Z Peng - Neurocomputing, 2016 - Elsevier
This paper addresses three interrelated problems concerning the path following of marine
surface vehicles, namely, the path planning, the guidance, and the velocity controller design …

Adaptive fuzzy fault-tolerant control with guaranteed tracking performance for nonlinear strict-feedback systems

D Zhai, L An, J Li, Q Zhang - Fuzzy Sets and Systems, 2016 - Elsevier
In this study, we propose two backstepping-based adaptive fuzzy fault-tolerant control (FTC)
methods for a class of nonlinear strict-feedback systems with actuator failures. First, a …