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20807 A technique for improved stability of adaptive feedforward controllers without detailed uncertainty measurements
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Berkhoff, A.P. (2011) A technique for improved stability of adaptive feedforward controllers without detailed uncertainty measurements. (Invited) In: Proceedings Adaptronic Congress 2011, 7-8 Sept 2011, Darmstadt. pp. 1-11. Adaptronic Congress Management GbR. ISBN not assigned

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Abstract

Model errors in adaptive controllers for reduction of broadband noise and vibrations may lead to unstable
systems or increased error signals. Previous work has shown that the addition of a low-authority controller
that increases damping in the system may lead to improved performance of an adaptive, high-authority
controller. Other researchers have suggested to use frequency dependent regularization based on measured
uncertainties. In this paper an alternative method is presented that avoids the disadvantages of these
methods namely the additional complex hardware, and the need to obtain detailed information of the uncertainties.
An analysis is made of an active noise control system in which a difference exists between the
secondary path and the model as used in the controller. The real parts of the eigenvalues that determine
the stability of the system are expressed in terms of the amount of uncertainty and the singular values
of the secondary path. Based on these expressions, modifications of the feedforward control scheme are
suggested that aim to improved performance without requiring detailed uncertainty measurements. For an
active noise control system in a room it is shown that the technique leads to improved performance in terms
of robustness and the amount of reduction of the error signals.

Item Type:Conference or Workshop Paper (Full Paper, Invited/Keynote Talk)
Research Group:EWI-SAS: Signals and Systems
Research Program:CTIT-IE&ICT: Industrial Engineering and ICT
Research Project:INMAR: Intelligent Materials for Active Noise Reduction
ID Code:20807
Status:Published
Deposited On:21 November 2011
Refereed:No
International:Yes
More Information:statisticsmetis

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