Learning-based control: A tutorial and some recent results
This monograph presents a new framework for learning-based control synthesis of
continuous-time dynamical systems with unknown dynamics. The new design paradigm …
continuous-time dynamical systems with unknown dynamics. The new design paradigm …
Secure-by-construction synthesis of cyber-physical systems
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 …
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
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 …
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 …
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 …
of such a system could be made" linear" under the effect of an appropriate feedback control …
[책][B] Robust adaptive dynamic programming
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 …
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
This paper investigates the problem of event-triggered tracking control for switched
networked nonlinear systems with asymmetric time-varying output constraints. To handle the …
networked nonlinear systems with asymmetric time-varying output constraints. To handle the …
Input-to-state stability for discrete-time nonlinear systems
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 …
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
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 …
systems from a perspective of robust adaptive dynamic programming (RADP). The objective …
[책][B] Nonlinear and adaptive control with applications
Nonlinear and Adaptive Control with Applications provides a detailed treatment of the
design of robust adaptive controllers for nonlinear systems with uncertainties. The authors …
design of robust adaptive controllers for nonlinear systems with uncertainties. The authors …