Abstract
This paper deals with the problem of designing multirate-output contrlleers for sampled-dataH ∞-optimal control of linear continuous-time systems. Two formulations of the problem are studied. In the first, the intersample behavior of the disturbance and the controlled output signals is not considered, whereas in the second the continuous-time nature of these signals is taken into account. It is shown that, in both cases and unter appropriate conditions, it is plausible to reduce the repective initial problem to an associated discrete-timeH ∞-optimization problem for which a fictitious static state feedback controller is to be designed. This fact has a beneficial influence on the theoretical and numerical complexity of the problem, since only one algebraic Riccati equation is to be solved here, as compared to two algebraic Riccati equations needed in known techniques concerning theH ∞-optimization problem with dynamic measurement feedback.
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References
Zames, G.,Feedback and Optimal Sensitivity: Model Reference Transformations, Multiplicative Seminorms, and Approximate Inverses, IEEE Transactions on Automatic Control, Vol. 26, pp. 301–320, 1981.
Chu, C., Doyle, J. C., andLee, E. B.,The General Distance Problem in H ∞-Optimal Control Theory, International Journal of Control, Vol. 44, pp. 565–596, 1986.
Francis, B. A., andDoyle, J. C.,Linear Control Theory with an H ∞-Optimality Criterion, SIAM Journal on Control and Optimization, Vol. 25, pp. 815–844, 1987.
Kimura, H.,Conjugation, Interpolation, and Model Matching in H ∞, International Journal of Control, Vol. 49, pp. 269–307, 1989.
Petersen, I. R.,Disturbance Attenuation and H ∞-Optimization: A Design Method Based on the Algebraic Riccati Equation, IEEE Transactions on Automatic Control, Vol. 32, pp. 427–429, 1987.
Zhou, K., andKhargonekar, P. P.,An Algebraic Riccati Approach to H ∞-Optimization, Systems and Control Letters, Vol. 11, pp. 85–91, 1988.
Doyle, J. C., andGlover, K.,State Space Formulas for all Stabilizing Controllers that Satisfy an H ∞-Norm Bound and Relations to Risk Sensitivity, Systems and Control Letters, Vol. 11, pp. 167–172, 1988.
Bernstein, D. S., andHaddad, W. M.,LQG Control with an H ∞-Performance Bound: A Riccati Equation Approach, IEEE Transactions on Automatic Control, Vol. 34, pp. 293–305, 1989.
Doyle, J. C., Glover, K., Khargonekar, P. P., andFrancis, B. A.,State Space Solutions to Standard H 2 and H ∞-Control Problems, IEEE Transactions on Automatic Control, Vol. 34, pp. 831–847, 1989.
Gu, D. W., Tsai, M. C., O'Young, S. D., andPostelthwaite, I.,State Space Formulas for Discrete Time H ∞-Optimization, International Journal of Control, Vol. 49, pp. 1683–1723, 1989.
Basar, T.,A Dynamic Games Approach to Controller Design: Disturbance Rejection in Discrete Time, Proceedings of the 28th IEEE Conference on Decision and Control, Vol. 1, pp. 407–414, 1989.
Yeash, I., andShaked, U.,Minimum H ∞-Norm Regulation of Linear Discrete-Time Systems and Its Relation to Linear-Quadratic Discrete Games, IEEE Transactions on Automatic Control, Vol. 35, pp. 1061–1064, 1990.
Scherer, C.,H ∞-Control by State Feedback and Fast Algorithms for the Computation of Optimal H ∞-Norms, IEEE Transactions on Automatic Control, Vol. 35, pp. 1090–1099, 1990.
Stoorvogel, A. A.,The Discrete Time H ∞-Control Problem with Measurement Feedback, SIAM Journal of Control and Optimization, Vol. 30, pp. 182–202, 1992.
Limebeer, D. J. N., Anderson, B. D. O., Khargonekar, P. P., andGreen, M.,A Game-Theoretic Approach to H ∞-Control of Time-Varying Systems, SIAM Journal on Control and Optimization, Vol. 30, pp. 262–283, 1992.
Van Der Schaft, A. J.,L 2-Gain Analysis of Nonlinear Systems and Nonlinear State Feedback H ∞-Control, IEEE Transactions on Automatic Control, Vol. 37, pp. 770–784, 1992.
Safonov, M. G., Chiang, R. Y., andFlashner, H.,H ∞-Robust Control Synthesis for a Large Space Structure, Proceedings of the 1988 American Control Conference, Atlanta, Georgia, Vol. 3, pp. 2038–2045, 1988.
Keller, J. P., andAnderson, B. D. O.,A New Approach to the Discretization of Continous-Time Controllers, Proceedings of the 1990 American Control Conference, San Diego, California, Vol. 2, pp. 1127–1132, 1990.
Leung, G. M. H., Perry, T. P., andFrancis, B. A.,Performance Analysis of Sampled-Data Control Systems, Automatica, Vol. 27, pp. 699–704, 1991.
Toivonen, H. T.,Sampled-Data Control of Continuous-Time Systems with an H ∞-Optimality Criterion, Automatical, Vol. 28, pp. 45–54, 1992.
Glover, K., andMustafa, D.,Derivation of the Maximum Entropy H ∞-Controller and a State Space Formula for Its Entropy, International Journal of Control, Vol. 50, pp. 899–916, 1989.
Khargonekar, P. P., andRotea, M. A.,Mixed H 2/H ∞-Control: A Convex Optimization Approach, IEEE Transactions on Automatic Control, Vol. 36, pp. 824–837, 1991.
Saeki, M.,H ∞/LTR-Procedure with Specified Degree of Recovery, Automatica, Vol. 28, pp. 509–517, 1992.
Araki, M., andHagiwara, T.,Pole Assignment by Multirate Sampled-Data Output Feedback, International Journal of Control, Vol. 44, pp. 1661–1673, 1986.
Arvanitis, K. G., andParaskevopoulos, P. N.,Exact Model Matching of Linear Systems Using Multirate Digital Controllers, Proceedings of the 2nd European Control Conference, Groningen, The Netherlands, Vol. 3, pp. 1648–1652, 1993.
Hagiwara, T., andAraki, M.,Design of a Stable State Feedback Controller Based on the Multirate Sampling of the Plant Output. IEEE Transactions on Automatic Control, Vol. 33, pp. 812–819, 1988.
Hagiwara, T., Fujimura, T., andAraki, M.,Generalized Multirate-Output Controllers, International Journal of Control, Vol. 52, pp. 597–612, 1990.
Er, M. J., andAnderson, B. D. O.,Practical Issues in Multirate-Output Controller, International Journal of Control, Vol. 53, pp. 1005–1020, 1991.
Davison, E. J., andWang, S. H.,Properties and Calculation of Transmission Zeros of Linear Multivariable Systems, Automatica, Vol. 10, pp. 643–658, 1974.
McFarlane, A. G. J., andKarcanias, N.,Poles and Zeros of Linear Multivariable Systems: A Survey of the Algebraic, Geometric, and Complex-Variable Theory, International Journal of Control, Vol. 24, pp. 33–74, 1976.
Gantmacher, F. R.,The Theory of Matrices, Chelsea, New York, New York, 1959.
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Communicated by C. T. Leondes
The work described in this paper has been partially funded by the General Secretariat for Research and Technology of the Greek Ministry of Industry, Research, and Technology and by the Heracles General Cement Company of Greece.
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Arvanitis, K.G., Paraskevopoulos, P.N. Sampled-data minimumH ∞-norm regulation of linear continuous-time systems using multirate-output controllers. J Optim Theory Appl 87, 235–267 (1995). https://doi.org/10.1007/BF02192563
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DOI: https://doi.org/10.1007/BF02192563