A subspace like identification method for large-scale LTI dynamical systems

Conference Paper (2017)
Author(s)

B. Sinquin (TU Delft - Team Raf Van de Plas)

M.H.G. Verhaegen (TU Delft - Team Raf Van de Plas)

Research Group
Team Raf Van de Plas
DOI related publication
https://doi.org/10.1109/SPS.2017.8053664
More Info
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Publication Year
2017
Language
English
Related content
Research Group
Team Raf Van de Plas
ISBN (electronic)
978-1-5090-6755-8

Abstract

This paper will present new developments in the identification of large scale network connected systems in the framework of subspace methods. Special structures based on Kronecker products will be proposed that give rise to bilinear structured low dimensional optimization problem. The problems of interest for these large scale problems are imaging systems where images are blurred by perturbations that are dynamic both in time and space.

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