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Applications Orient...
Applications Oriented Input Design in Time-Domain Through Cyclic Methods
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- Ebadat, Afrooz (author)
- KTH,Reglerteknik,ACCESS Linnaeus Centre
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- Wahlberg, Bo (author)
- KTH,Reglerteknik,ACCESS Linnaeus Centre
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- Hjalmarsson, Håkan (author)
- KTH,Reglerteknik,ACCESS Linnaeus Centre
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- Rojas, Cristian R. (author)
- KTH,Reglerteknik,ACCESS Linnaeus Centre
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- Hägg, Per (author)
- KTH,Reglerteknik,ACCESS Linnaeus Centre
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- Larsson, Christian R. (author)
- KTH,Reglerteknik
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(creator_code:org_t)
- Elsevier BV, 2014
- 2014
- English.
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Series: IFAC Proceedings Volumes (IFAC-PapersOnline), 1474-6670 ; 19
- Related links:
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http://arxiv.org/pdf...
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https://urn.kb.se/re...
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https://doi.org/10.3...
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Abstract
Subject headings
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- In this paper we propose a method for applications oriented input design for linear systems in open-loop under time-domain constraints on the amplitude of input and output signals. The method guarantees a desired control performance for the estimated model in minimum time, by imposing some lower bound on the information matrix. The problem is formulated as a time-domain optimization problem, which is non-convex. This is addressed through an alternating method, where we separate the problem into two steps and at each step we optimize the cost function with respect to one of two variables. We alternate between these two steps until convergence. A time recursive input design algorithm is performed, which enables us to use the algorithm with control. Therefore, a receding horizon framework is used to solve each optimization problem. Finally, we illustrate the method with a numerical example which shows the good ability of the proposed approach in generating an optimal input signal.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Keyword
- Alternating methods
- Applications oriented input design
- System identification
Publication and Content Type
- ref (subject category)
- kon (subject category)
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