Contraction theory for nonlinear stability analysis and learning-based control: A tutorial overview

H Tsukamoto, SJ Chung, JJE Slotine - Annual Reviews in Control, 2021 - Elsevier
Contraction theory is an analytical tool to study differential dynamics of a non-autonomous
(ie, time-varying) nonlinear system under a contraction metric defined with a uniformly …

[图书][B] L2-Gain and Passivity Techniques in Nonlinear Control

A Van der Schaft - 2000 - Springer
In this chapter we present a state space interpretation of the small gain and passivity
approach of the previous chapter. Moreover, we will come to some kind of synthesis …

Control contraction metrics: Convex and intrinsic criteria for nonlinear feedback design

IR Manchester, JJE Slotine - IEEE Transactions on Automatic …, 2017 - ieeexplore.ieee.org
We introduce the concept of a control contraction metric, extending contraction analysis to
constructive nonlinear control design. We derive sufficient conditions for exponential …

Cooperative robot control and concurrent synchronization of Lagrangian systems

SJ Chung, JJE Slotine - IEEE transactions on Robotics, 2009 - ieeexplore.ieee.org
Concurrent synchronization is a regime where diverse groups of fully synchronized dynamic
systems stably coexist. We study global exponential synchronization and concurrent …

A tutorial on incremental stability analysis using contraction theory

J Jouffroy, TI Fossen - 2010 - mic-journal.no
This paper introduces a methodology for differential nonlinear stability analysis using
contraction theory (Lohmiller and Slotine, 1998). The methodology includes four distinct …

Global entrainment of transcriptional systems to periodic inputs

G Russo, M Di Bernardo, ED Sontag - PLoS computational …, 2010 - journals.plos.org
This paper addresses the problem of providing mathematical conditions that allow one to
ensure that biological networks, such as transcriptional systems, can be globally entrained …

Contractive systems with inputs

ED Sontag - Perspectives in Mathematical System Theory, Control …, 2010 - Springer
Contraction theory provides an elegant way of analyzing the behaviors of systems subject to
external inputs. Under sometimes easy to check hypotheses, systems can be shown to have …

A contraction theory-based analysis of the stability of the deterministic extended Kalman filter

S Bonnabel, JJ Slotine - IEEE Transactions on Automatic …, 2014 - ieeexplore.ieee.org
The contraction properties of the extended Kalman filter, viewed as a deterministic observer
for nonlinear systems, are analyzed. The approach relies on the study of an auxiliary “virtual” …

Robust controller design for stochastic nonlinear systems via convex optimization

H Tsukamoto, SJ Chung - IEEE Transactions on Automatic …, 2020 - ieeexplore.ieee.org
This article presents ConVex optimization-based Stochastic steady-state Tracking Error
Minimization (CV-STEM), a new state feedback control framework for a class of Itô stochastic …

Contraction theory and master stability function: Linking two approaches to study synchronization of complex networks

G Russo, M Di Bernardo - … on Circuits and Systems II: Express …, 2009 - ieeexplore.ieee.org
In this brief, the contraction theory is applied to the synchronization of a network. The
association between the contraction principle, the Lyapunov exponents of a system, and the …