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

Sinquin, B.; Verhaegen, M

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

Conference paper (2017)

Authors

B. Sinquin Team Raf Van de Plas

M Verhaegen Team Raf Van de Plas

Research Group

Team Raf Van de Plas

Large-scale networks Subspace identification Kronecker product Bilinear optimization Spatial-Temporal modeling

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Published Date

2017

Language

English

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Research Group

Team Raf Van de Plas

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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