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Finding the nearest bounded-real port-Hamiltonian system

27 May 2025, 15:00
30m
Talk Talks

Speaker

Punit Sharma (Indian Institute of Technology Delhi, India)

Description

We consider linear time-invariant continuous control systems that are bounded real, also known as scattering passive. Our main theoretical contribution is to show the equivalence between such systems and port-Hamiltonian (PH) systems whose factors satisfy certain linear matrix inequalities. Based on this result, we propose a formulation for the problem of finding the nearest bounded real system to a given system and design an algorithm combining alternating optimization and Nesterov's fast gradient method. This formulation also allows us to check whether a given system is bounded real by solving a semidefinite program and provide a PH parametrization for it. We illustrate our proposed algorithms on real and synthetic data sets.

Authors

Mr Karim Cherifi (Bergische Universität Wuppertal, Gaußstraße 20, 42119 Wuppertal, Germany) Dr Nicolas Gillis (University of Mons, Belgium) Punit Sharma (Indian Institute of Technology Delhi, India)

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