Parameter sensitivity, estimation and convergence: an information approach

Convergence rates are analyzed for Recursive Prediction (Output) Error Methods (RPEM) in the identification of linear state-space systems from (noisy) impulse response data) RPEM algorithms are derived which are suitable for the identification of the parameters in arbitrary state-space structures. D...

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Bibliographic Details
Main Author: DeBrunner, Victor Earl
Other Authors: Electrical Engineering
Format: Others
Language:en
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/39893
http://scholar.lib.vt.edu/theses/available/etd-10142005-135736/