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Design and real time implementation of nonlinear minimum variance filter

Naz, Shamser Ali and Grimble, M.J. (2008) Design and real time implementation of nonlinear minimum variance filter. In: UKACC Control Conference, 2008-09-02 - 2008-09-04.

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Abstract

In this paper, the design and real time implementation of a Nonlinear Minimum Variance (NMV) estimator is presented using a laboratory based ball and beam system. The real time implementation employs a LabVIEW based tool. The novelty of this work lies in the design steps and the practical implementation of the NMV estimation technique which up till now only investigated using simulation studies. The paper also discusses the advantages and limitations of the NMV estimator based on the real time application results. These are compared with results obtained using an extended Kalman filter.