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Compensation of the scan-period irregularities in LQG control systems

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Języki publikacji
EN
Abstrakty
EN
Computer-based control applications, especially if they run under general-purpose opera\-ting systems, often exhibit variance of the scan period of processing inputs and outputs. Although this phenomenon is usually neglected when discrete control algorithms are used, it can cause worse performance of the control loop in comparison to theoretical case. In this paper we describe a modified discrete LQG control algorithm that takes disturbances of the scan period into account and partially compensates their effect. This modification concerns both the state estimation and generating the control output. We also show that such a controller can be implemented even on relatively simple hardware platforms if the system dynamics is time-invariant.
Słowa kluczowe
Rocznik
Strony
277--288
Opis fizyczny
Bibliogr. 7 poz., rys.
Twórcy
autor
  • University of Pardubice, Faculty of Electrical Engineering and Informatics, Czech Republic, jan.cvejn@upce.cz
Bibliografia
  • [1] A. E. BRYSON and Y.C. Ho: Applied optimal control. Hemisphere Corp., New York, 1975.
  • [2] Y. BAR-SHALOM and E. TSE: Dual effect, certainty equivalence and separation in stochastic control. IEEE Trans. on Automatic Control, 19(5), (1974), 494-500.
  • [3] R. F. STENGEL: Stochastic optimal control: Theory and application. Wiley, New York, 1986.
  • [4] W. H. FLEMING and R.W. RISHEL: Deterministic and stochastic optimal control. Springer-Verlag, Berlin, 1995.
  • [5] T. PAPPAS, A. J. LAUB and N.R. JR. SANDELL: On the numerical solution of the discrete-time algebraic Riccati equation. IEEE Trans. on Automatic Control, 25(4), (1980), 631-641.
  • [6] D. L. KLEINMAN: Stabilizing a discrete, constant linear system with application to iterative methods for solving the Riccati equation. IEEE Trans. on Automatic Control, 19(3), (1974), 252-254.
  • [7] C. L. THORNTON and R. A. JACOBSON: Linear stochastic control using matrix factorization. AIAA J. of Guidance and Control, 1(4), (1978), 232-236.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BSW3-0048-0001
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