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Frequency Domain Description of the Tracking Capability and Disturbance Rejection Trade-Off in Recursive Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1989 (English)In: Proceedings of the 1989 International Conference on Acoustics, Speech and Signal Processing, 1989, 2077-2080 p.Conference paper, Published paper (Refereed)
Abstract [en]

A study is made of three recursive identification algorithms with respect to their tracking capability and disturbance sensitivity. The algorithms are applied to the identification of time-varying systems with finite impulse response. The performance of the algorithms are measured in terms of the mean square error of the estimated transfer function. Using asymptotic methods, explicit expressions for the mean square error are derived, and these expressions are used to evaluate the performance of the algorithms when applied to systems with different behavior.

Place, publisher, year, edition, pages
1989. 2077-2080 p.
Keyword [en]
Identification, Signal detection, Frequency domain, Tracking capability, Disturbance rejection
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-100589DOI: 10.1109/ICASSP.1989.266870OAI: oai:DiVA.org:liu-100589DiVA: diva2:663133
Conference
1989 International Conference on Acoustics, Speech and Signal Processing, 23-26 May, 1989, Glasgow, United kingdom
Available from: 2013-11-10 Created: 2013-11-10 Last updated: 2014-02-08

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Gunnarsson, SvanteLjung, Lennart

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