A new approach for estimating the robustness of parameter estimates to measurement noise

We consider the nonlinear, grey-box system identification problem. We establish an approximation of the covariance of a parameter estimate in this context, with several attractive theoretical properties. Our approximation is analogous to the inverse Fisher Information matrix, which approximates the...

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Bibliographic Details
Main Authors: Raman, D, Anderson, J, Papachristodoulou, A
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2016

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