Identifiability and algebraic identification of time delay systems

Lotfi Belkoura 1, 2
1 NON-A - Non-Asymptotic estimation for online systems
Inria Lille - Nord Europe, CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189
2 SyNeR - Systèmes Non Linéaires et à Retards
CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189
Abstract : Identifiability and algebraic identification of time delay systems are investigated in this paper. Identifiability results are first presented for linear delay systems described by convolution equations. On-line algorithms are next proposed for both parameters and delay estimation. Based on a distributional technique, these algorithms enable an algebraic and simultaneous estimation by solving a generalized eigenvalue problem. Simulation studies with noisy data and experimental results show the performance of the proposed approach.
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Conference papers
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https://hal.inria.fr/inria-00504943
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  • HAL Id : inria-00504943, version 1

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Lotfi Belkoura. Identifiability and algebraic identification of time delay systems. Ifac Workshop on Time delay Systems, 2010, Prague, Czech Republic. ⟨inria-00504943⟩

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