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Journal Articles International Journal of Robust and Nonlinear Control Year : 2020

Minimality and identifiability of discrete‐time switched autoregressive exogenous systems

Abstract

The paper studies the problem of minimality and identifiability for Switched Auto-Regressive eXogenous (abbreviated by SARX) systems. We propose formal definitions of the concepts of identifiability and minimality for SARX models. Based on these formalizations, we derive conditions for minimality and identifiability of SARX systems. In particular, we show that polynomially parameterized SARX systems are generically identifiable.
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Dates and versions

hal-02931355 , version 1 (06-09-2020)

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Petreczky Mihaly, Laurent Bako, S. Lecoeuche, K.M.D. Motchon. Minimality and identifiability of discrete‐time switched autoregressive exogenous systems. International Journal of Robust and Nonlinear Control, 2020, 30 (15), pp.5871-5891. ⟨10.1002/rnc.5039⟩. ⟨hal-02931355⟩
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