Learning-based control: A tutorial and some recent results

ZP Jiang, T Bian, W Gao - Foundations and Trends® in …, 2020 - nowpublishers.com
This monograph presents a new framework for learning-based control synthesis of
continuous-time dynamical systems with unknown dynamics. The new design paradigm …

Secure-by-construction synthesis of cyber-physical systems

S Liu, A Trivedi, X Yin, M Zamani - Annual Reviews in Control, 2022 - Elsevier
Correct-by-construction synthesis is a cornerstone of the confluence of formal methods and
control theory towards designing safety-critical systems. Instead of following the time-tested …

Input-to-state stability of infinite-dimensional systems: recent results and open questions

A Mironchenko, C Prieur - SIAM Review, 2020 - SIAM
In a pedagogical but exhaustive manner, this survey reviews the main results on input-to-
state stability (ISS) for infinite-dimensional systems. This property allows for the estimation of …

Event-separation properties of event-triggered control systems

DP Borgers, WPMH Heemels - IEEE Transactions on Automatic …, 2014 - ieeexplore.ieee.org
In this paper, we study fundamental properties of minimum inter-event times for several
event-triggered control architectures, both in the absence and presence of external …

[책][B] Nonlinear control systems: an introduction

A Isidori - 1985 - Springer
(I. la) m= f (x)+[gi (x) ui i= I (1. lb) y= h (x) and we want to examine to what extent the behavior
of such a system could be made" linear" under the effect of an appropriate feedback control …

[책][B] Robust adaptive dynamic programming

Y Jiang, ZP Jiang - 2017 - books.google.com
A comprehensive look at state-of-the-art ADP theory and real-world applications This book
fills a gap in the literature by providing a theoretical framework for integrating techniques …

Small-gain technique-based adaptive output constrained control design of switched networked nonlinear systems via event-triggered communications

Z Cao, B Niu, G Zong, N Xu - Nonlinear Analysis: Hybrid Systems, 2023 - Elsevier
This paper investigates the problem of event-triggered tracking control for switched
networked nonlinear systems with asymmetric time-varying output constraints. To handle the …

Input-to-state stability for discrete-time nonlinear systems

ZP Jiang, Y Wang - Automatica, 2001 - Elsevier
In this work we study the input-to-state stability (iss) property for discrete-time nonlinear
systems. It is shown that most iss results for continuous-time nonlinear systems in the current …

Robust adaptive dynamic programming and feedback stabilization of nonlinear systems

Y Jiang, ZP Jiang - IEEE Transactions on Neural Networks and …, 2014 - ieeexplore.ieee.org
This paper studies the robust optimal control design for a class of uncertain nonlinear
systems from a perspective of robust adaptive dynamic programming (RADP). The objective …

[책][B] Nonlinear and adaptive control with applications

A Astolfi, D Karagiannis, R Ortega - 2008 - Springer
Nonlinear and Adaptive Control with Applications provides a detailed treatment of the
design of robust adaptive controllers for nonlinear systems with uncertainties. The authors …