On the equivalence of contraction and Koopman approaches for nonlinear stability and control

B Yi, IR Manchester - IEEE Transactions on Automatic Control, 2023 - ieeexplore.ieee.org
In this paper we prove new connections between two frameworks for analysis and control of
nonlinear systems: the Koopman operator framework and contraction analysis. Each …

Global stability analysis using the eigenfunctions of the Koopman operator

A Mauroy, I Mezić - IEEE Transactions on Automatic Control, 2016 - ieeexplore.ieee.org
We propose a novel operator-theoretic framework to study global stability of nonlinear
systems. Based on the spectral properties of the so-called Koopman operator, our approach …

A spectral operator-theoretic framework for global stability

A Mauroy, I Mezić - 52nd IEEE Conference on Decision and …, 2013 - ieeexplore.ieee.org
The global description of a nonlinear system through the linear Koopman operator leads to
an efficient approach to global stability analysis. In the context of stability analysis, not much …

Modeling nonlinear control systems via Koopman control family: Universal forms and subspace invariance proximity

M Haseli, J Cortés - arXiv preprint arXiv:2307.15368, 2023 - arxiv.org
This paper introduces the Koopman Control Family (KCF), a mathematical framework for
modeling general discrete-time nonlinear control systems with the aim of providing a solid …

[图书][B] Koopman operator in systems and control

A Mauroy, Y Susuki, I Mezic - 2020 - Springer
As an example of fruitful cross-fertilization between mathematics and engineering, nonlinear
control theory has attracted considerable effort driven by the need to understand, predict …

[HTML][HTML] Koopman form of nonlinear systems with inputs

LC Iacob, R Tóth, M Schoukens - Automatica, 2024 - Elsevier
The Koopman framework proposes a linear representation of finite-dimensional nonlinear
systems through a generally infinite-dimensional globally linear embedding. Originally, the …

Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories

S Otto, S Peitz, C Rowley - SIAM Journal on Applied Dynamical Systems, 2024 - SIAM
Data-driven models for nonlinear dynamical systems based on approximating the
underlying Koopman operator or generator have proven to be successful tools for …

Feedback stabilization using Koopman operator

B Huang, X Ma, U Vaidya - 2018 IEEE Conference on Decision …, 2018 - ieeexplore.ieee.org
In this paper, we provide a systematic approach for the design of stabilizing feedback
controllers for nonlinear control systems using the Koopman operator framework. The …

Nonlinear observability via Koopman analysis: Characterizing the role of symmetry

A Mesbahi, J Bu, M Mesbahi - Automatica, 2021 - Elsevier
This paper considers the observability of nonlinear systems from a Koopman operator
theoretic perspective–and in particular–the effect of symmetry on observability. We first …

Learning stable Koopman embeddings

F Fan, B Yi, D Rye, G Shi… - 2022 American Control …, 2022 - ieeexplore.ieee.org
In this paper, we present a new data-driven method for learning stable models of nonlinear
systems. Our model lifts the original state space to a higher-dimensional linear manifold …