An Information Theoretic Approach to Regulation Systems |
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Authors: | SABOURIN MICHAEL G; CAINES PETER E |
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Institution: |
1Department of Electrical Engineering, McGill University Montréal, Canada
2Canadian Institute For Advanced Research, and Department Of Electrical Engineering, McGill University Montréal, Canada
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Abstract: | Based on the work of Enegell(1985), a novel approach to theanalaysis of control systems by means of information-theoreticalconcepts is presented. Using results from rate-distortion theory,the requisite variety of the regulator necessary for a certianperformance is derived. This theory is used to analyse feedbackregulation systems, in particular, the Minimum Variance Controllaw for linear systems with a quadratic performance criterion.The main result of this paper has implications for the evaluationof L-bounds on analytic functions. |
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