Published November 4, 2019 | Version v1
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Singularities and Moments of Nonlinear Systems

Description

The notions of eigenvalue, pole and moment at a pole of a continuous-time, nonlinear, time-invariant system are studied. Eigenvalues and poles are first characterized in terms of invariant subspaces. Tools from geometric control theory are used to define nonlinear enhancements of these notions and to study their relationship with the solution of certain partial differential equations, cascade decompositions and steady-state impulse responses. The theory is illustrated by means of worked-out examples and its significance is demonstrated by solving the model reduction problem by moment matching at poles for nonlinear systems.

Notes

2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. A. Padoan and A. Astolfi, "Singularities and Moments of Nonlinear Systems," IEEE Transactions on Automatic Control, vol. 65, no. 8, pp. 3647-3654, Aug. 2020, doi: 10.1109/TAC.2019.2951297.

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Funding

European Commission
KIOS CoE - KIOS Research and Innovation Centre of Excellence 739551