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System Identification: Design Variables and the Design Objective
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1986 (English)Report (Other academic)
Abstract [en]

Models and model quality are prime concerns for most design issues in control and system analysis. In this contribution we discuss how to build mathematical models that given certain constraints, are of optimum quality for a prespecified application. We then take into account the influence of both bias errors and random errors on the model. It turns out that for a fairly broad class of identification methods in the prediction error family, the optimal choices of design variables can be given in an explicit form.

Place, publisher, year, edition, pages
Linköping: Linköping University , 1986.
LiTH-ISY-I, ISSN 8765-4321 ; 822
Keyword [en]
System identification, Experiment design, Parameter estimation, Transfer, Functions, Optimal design
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-104327OAI: diva2:696818
Available from: 2014-02-16 Created: 2014-02-16 Last updated: 2014-02-16

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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