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A Non-Probabilistic Framework for Signal Spectra
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1985 (English)In: Proceedings of the 24th IEEE Conference on Decision and Control, 1985, 1056-1060 p.Conference paper (Refereed)
Abstract [en]

Spectra for sequences of deterministic vectors are defined without reference to any probabilistic framework. It is shown that these spectra transform under linear filtering operations according to the same formulas as spectra for stationary stochastic processes. The results are applied to convergence and consistency analysis of parametric identification methods. It is also shown how a probabilistic framework can be imposed "afterwards" as a separate option.

Place, publisher, year, edition, pages
1985. 1056-1060 p.
Keyword [en]
Probabilistic framework, Stochastic processes, Parametric identification
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-100757DOI: 10.1109/CDC.1985.268661OAI: diva2:663436
24th IEEE Conference on Decision and Control, Fort Lauderdale, FL, USA, December, 1985
Available from: 2013-11-11 Created: 2013-11-11 Last updated: 2014-02-16

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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ReferencesLink to record
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