Variable structure control of nonlinear multivariable systems: a tutorial

RA DeCarlo, SH Zak, GP Matthews - Proceedings of the IEEE, 1988 - ieeexplore.ieee.org
The design of variable-structure control (VSC) systems for a class of multivariable, nonlinear,
time-varying systems is presented. Using the Utkin-Drazenovic method of equivalent control …

Nonlinear and robust control of PDE systems: Methods and applications to transport-reaction processes

PD Christofides, J Chow - Appl. Mech. Rev., 2002 - asmedigitalcollection.asme.org
The author attempts to portray the ideas and general principles of the theory of materials
within the framework of phenomenological continuum mechanics. It is a well-written rigorous …

Safe reinforcement learning with stability guarantee for motion planning of autonomous vehicles

L Zhang, R Zhang, T Wu, R Weng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Reinforcement learning with safety constraints is promising for autonomous vehicles, of
which various failures may result in disastrous losses. In general, a safe policy is trained by …

Adaptive critic nonlinear robust control: A survey

D Wang, H He, D Liu - IEEE transactions on cybernetics, 2017 - ieeexplore.ieee.org
Adaptive dynamic programming (ADP) and reinforcement learning are quite relevant to each
other when performing intelligent optimization. They are both regarded as promising …

An observer-based fuzzy adaptive consensus control method for nonlinear multiagent systems

Y Li, K Li, S Tong - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
This article investigates the problem of fuzzy adaptive consensus tracking control for
nonlinear multiagent systems with unknown nonlinear control gain functions. In the control …

[KNYGA][B] Cooperative control of multi-agent systems: a consensus region approach

Z Li, Z Duan - 2017 - books.google.com
Distributed controller design is generally a challenging task, especially for multi-agent
systems with complex dynamics, due to the interconnected effect of the agent dynamics, the …

Sliding mode control for mismatched uncertain systems using an extended disturbance observer

D Ginoya, PD Shendge… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper extends a recent result on sliding mode control for general n th order systems
with mismatched uncertainties. In this paper, a control is proposed to handle a larger class of …

Reinforcement-learning-based robust controller design for continuous-time uncertain nonlinear systems subject to input constraints

D Liu, X Yang, D Wang, Q Wei - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The design of stabilizing controller for uncertain nonlinear systems with control constraints is
a challenging problem. The constrained-input coupled with the inability to identify accurately …

Safe deep reinforcement learning-based adaptive control for USV interception mission

B Du, B Lin, C Zhang, B Dong, W Zhang - Ocean Engineering, 2022 - Elsevier
This paper aims to develop a safe learning scheme of the USV interception mission. A safe
Lyapunov boundary deep deterministic policy gradient (SLDDPG) algorithm is presented for …

Dynamic surface control for a class of nonlinear systems

D Swaroop, JK Hedrick, PP Yip… - IEEE transactions on …, 2000 - ieeexplore.ieee.org
A method is proposed for designing controllers with arbitrarily small tracking error for
uncertain, mismatched nonlinear systems in the strict feedback form. This method is another" …