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Comparing Recursive Estimators in the Presence of Unmodeled Dynamics

Magnus Nilsson (Institutionen för signaler och system, Reglerteknik) ; Bo Egardt (Institutionen för signaler och system, Reglerteknik)
10th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2010; Antalya; Turkey; 26 August 2010 through 28 August 2010 (14746670). (2010)
[Konferensbidrag, refereegranskat]

Indirect recursive identification algorithms have been suggested for robust control design in the literature. The purpose of this contribution is to clarify that such algorithms need proper calculation of the update direction in undermodeled situations. An indirect pseudolinear regression is compared to a (more suitable) indirect recursive prediction-error method. Their asymptotic properties are examined through simulations, using a specific control structure.

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Denna post skapades 2011-01-17. Senast ändrad 2016-05-12.
CPL Pubid: 134169


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Institutionen för signaler och system, Reglerteknik (2005-2017)


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