An Information Theoretic Approach to Regulation Systems

Based on the work of Enegell(1985), a novel approach to the analaysis of control systems by means of information-theoretical concepts is presented. Using results from rate-distortion theory, the requisite variety of the regulator necessary for a certian performance is derived. This theory is used to...

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Veröffentlicht in:IMA journal of mathematical control and information 1988, Vol.5 (2), p.85-101
Hauptverfasser: SABOURIN, MICHAEL G., CAINES, PETER E.
Format: Artikel
Sprache:eng
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Zusammenfassung:Based on the work of Enegell(1985), a novel approach to the analaysis of control systems by means of information-theoretical concepts is presented. Using results from rate-distortion theory, the requisite variety of the regulator necessary for a certian performance is derived. This theory is used to analyse feedback regulation systems, in particular, the Minimum Variance Control law for linear systems with a quadratic performance criterion. The main result of this paper has implications for the evaluation of L∞-bounds on analytic functions.
ISSN:0265-0754
1471-6887
DOI:10.1093/imamci/5.2.85