On a Geometric Notion of Duality in Nonlinear Control Systems

Controllability and observability properties of control systems manifest on the tangent bundle and its dual, the cotangent bundle, respectively. Linear systems admit the exploitation of this duality via the formulation of an explicit dual system, which is controllable iff the original system is observable and vice versa. While in the context of linear systems the duality is understood well and facilitates the conversion of controller and observer design schemes, there are a number of interesting and complex intricacies when it comes to nonlinear systems. This article aims to extend the geometric relationship between the controllable subspace of a linear system and the unobservable subspace of its dual to the realm of nonlinear systems on smooth manifolds. To this end, we prove the local existence of a dynamic system that can, in a geometric sense, be considered dual to the original one.

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Publication Details

Journal
IEEE Transactions on Automatic Control
Published
2024-09-26
DOI
https://doi.org/10.1109/tac.2024.3469249
Citations
2
Primary Topic
Advanced Differential Equations and Dynamical Systems
Type
article
Field-Weighted Citation Impact
2.02
Controls
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article

On a Geometric Notion of Duality in Nonlinear Control Systems

Andreas Himmel, Jürgen Adamy, Florian Meiners
2 citations
IEEE Transactions on Automatic Control
Advanced Differential Equations and Dynamical Systems
2.02
article

On a Geometric Notion of Duality in Nonlinear Control Systems

Andreas Himmel, Jürgen Adamy, Florian Meiners
article en
2 citations

Abstract

Controllability and observability properties of control systems manifest on the tangent bundle and its dual, the cotangent bundle, respectively. Linear systems admit the exploitation of this duality via the formulation of an explicit dual system, which is controllable iff the original system is observable and vice versa. While in the context of linear systems the duality is understood well and facilitates the conversion of controller and observer design schemes, there are a number of interesting and complex intricacies when it comes to nonlinear systems. This article aims to extend the geometric relationship between the controllable subspace of a linear system and the unobservable subspace of its dual to the realm of nonlinear systems on smooth manifolds. To this end, we prove the local existence of a dynamic system that can, in a geometric sense, be considered dual to the original one.

IEEE Transactions on Automatic ControlVol. 70(4)
Technische Universität Darmstadt (DE), Institute of Automation (DE)
Openalex Percentile: Top 14%
Advanced Differential Equations and Dynamical Systems
2.02
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On a Geometric Notion of Duality in Nonlinear Control Systems — Andreas Himmel, Jürgen Adamy, et al. · IEEE Transactions on Automatic Control (2024) | TGRS Research Map | TGRS