Set-membership identifiability of nonlinear models and related parameter estimation properties
Carine Jauberthie, Louise Travé-Massuyès, Nathalie Verdière (2016)
International Journal of Applied Mathematics and Computer Science
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Identifiability guarantees that the mathematical model of a dynamic system is well defined in the sense that it maps unambiguously its parameters to the output trajectories. This paper casts identifiability in a set-membership (SM) framework and relates recently introduced properties, namely, SM-identifiability, μ-SM-identifiability, and ε-SM-identifiability, to the properties of parameter estimation problems. Soundness and ε-consistency are proposed to characterize these problems and...