Abstract
We study the static state feedback design problem for linear systems under given constraints on the magnitude of the control input. A quadratic performance index is constructed such that it is optimized by the synthesized control. The issues of fragility of the controller are analyzed; this phenomenon relates to the loss of the stabilizability property of a controller under small variations of its parameters. Linear matrix inequalities are used as a main technical tool.
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References
Boyd, S., El Ghaoui, L., Feron, E., et al., Linear Matrix Inequalities in System and Control Theory, Philadelphia: SIAM, 1994.
Polyak, B.T. and Shcherbakov, P.S., Robastnaya ustoichivist’ i upravlenie (Robust Stability and Control), Moscow: Nauka, 2002.
Hu, T. and Lin, Z., Control Systems with Actuator Saturation: Analysis and Design, Boston: Birkhauser, 2001.
Hu, T. and Lin, Z., On the Tightness of a Recent Set Invariance Condition under Actuator Saturation, Syst. Control Lett., 2003, vol. 49, pp. 389–399.
Alamo, T., Cepeda, A., and Limon, D., Improved Computation of Ellipsoidal Invariant Sets for Saturated Control Systems, Proc. 42nd Conf. Decision Control, Seville, Spain, Dec. 2005, pp. 6216–6221.
Polyak, B. and Shcherbakov, P., Ellipsoidal Approximations to Attraction Domains of Linear Systems with Bounded Control, Proc. Am. Control Conf., St. Louis, USA, Jun. 2009, pp. 5363–5367.
Khlebnikov, M.V., Polyak, B.T., and Kuntsevich, V.M., Optimization of Linear Systems Subject to Bounded Exogenous Disturbances: The Invariant Ellipsoid Technique, Autom. Remote Control, 2011, vol. 72, no. 11, pp. 2227–2275.
Kwakernaak, H., and Sivan, R., Linear Optimal Control Systems, New York: Wiley, 1972. Translated under the title Lineinye optimal’nye sistemy upravleniya, Moscow: Mir, 1977.
Kalman, R., When is a Linear Control System Optimal?, J. Basic Eng., 1964, vol. 86, no. 1, pp. 51–60.
Krasovskii, A.A., Integral Estimates of Moments and the Synthesis of Linear Systems, Autom. Remote Control, 1967, vol. 10, no. 10, pp. 1449–1467.
Krasovskii, A.A., Sistemy avtomaticheskogo upravleniya poletom i ikh analiticheskoe konstruirovanie (Analytic Design of Systems of Automatic Flight Control), Moscow: Nauka, 1973.
Keel, L.H. and Bhattacharyya, S.P., Robust, Fragile, or Optimal?, IEEE Trans. Autom. Control, 1997, vol. 42, pp. 1098–1105.
Jadbabaie, A., Abdallah, C., Dorato, P., et al., Robust, Nonfragile, and Optimal Controller Design via Linear Matrix Inequalities, Proc. Am. Control Conf., Philadelphia, USA, Jun. 1998, pp. 2842–2846.
Wang, J., Duan, Z., Yang, Y., et al., Analysis and Control of Nonlinear Systems with Stationary Sets: Time-Domain and Frequency-Domain Methods, New Jersey: World Scientific, 2009.
Khlebnikov, M.V., A Nonfragile Controller for Suppressing Exogenous Disturbances, Autom. Remote Control, 2010, vol. 71, no. 4, pp. 640–653.
Grant, M. and Boyd, S., CVX: Matlab Software for Disciplined Convex Programming (web page and software), URL http://cvxr.com/cvx/.
Khlebnikov, M.V. and Shcherbakov, P.S., Petersen’s Lemma on Matrix Uncertainty and Its Generalizations, Autom. Remote Control, 2008, vol. 69, no. 11, pp. 1932–1945.
Grigor’ev, V.V., Synthesis of Control Functions for Variable-Parameters Systems, Autom. Remote Control, 1983, vol. 44, no. 2, part 1, pp. 189–194.
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Original Russian Text © M.V. Khlebnikov, P.S. Shcherbakov, 2014, published in Avtomatika i Telemekhanika, 2014, No. 2, pp. 177–192.
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Khlebnikov, M.V., Shcherbakov, P.S. Optimal feedback design under bounded control. Autom Remote Control 75, 320–332 (2014). https://doi.org/10.1134/S0005117914020118
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DOI: https://doi.org/10.1134/S0005117914020118