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Linear Matrix Inequalities in Control Problems

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Abstract

Many contemporary automatic control problems are characterized by large dimensions, the presence of uncertainty in the description of the system, the presence of uncontrolled exogenous disturbances, the need to analyze large amounts of information online, decentralization/simplification of control systems in multi-agent systems, and a number of other factors that complicate the application of classical methods of control theory. Therefore, the problem of developing new efficient methods that take into account these specific features becomes topical. In this regard, the technique of linear matrix inequalities is very promising. This paper presents the results of new studies that develop the technique of linear matrix inequalities and use it to solve applied control theory problems.

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REFERENCES

  1. Lyapunov, A., Obshchaya zadacha obustoichivosti dvizheniya (General Problem on Stability of Motion), Khar’kov: Tipografiya Zil’berberga, 1892.

    Google Scholar 

  2. Kurzhanskii, A.B., Upravlenie i nablyudenie v usloviyakh neopredelennosti (Control and Observation under Conditions of Uncertainty), Moscow: Fizmatlit, 1977.

    Google Scholar 

  3. Schweppe, F.C., Uncertain Dynamic Systems, New Jersey: Prentice Hall, 1973.

    Google Scholar 

  4. Chernous’ko, F.L., Otsenivanie fazovogo sostoyaniya dinamicheskikh sistem (Estimation of the State of Dynamical Systems), Moscow: Nauka, 1988.

    Google Scholar 

  5. Boyd, S., El Ghaoui, L., Feron, E., and Balakrishnan, V., Linear Matrix Inequalities in System and Control Theory, Philadelphia: SIAM, 1994.

    Book  Google Scholar 

  6. Grant, M. and Boyd, S., CVX: MATLAB Software for Disciplined Convex Programming. Electronic resource: http://cvxr.com/cvx/.

  7. Grant, M. and Boyd, S., Graph implementations for nonsmooth convex programs, in Lecture Notes in Control and Information Sciences. Recent Advances in Learning and Control (a tribute to M. Vidyasagar), Blondel, V., Boyd, S., Kimura, H., Eds., Berlin–Heidelberg: Springer, 2008, pp. 95–110.

  8. Polyak, B.T. and Shcherbakov, P.S., Robastnaya ustoichivost’ i upravlenie (Robust Stability and Control), Moscow: Nauka, 2002.

    Google Scholar 

  9. Balandin, D.V. and Kogan, M.M., Sintez zakonov upravleniya na osnove lineinykh matrichnykh neravenstv (Synthesis of Control Laws Based on Linear Matrix Inequalities), Moscow: Fizmatlit, 2007.

    Google Scholar 

  10. Bulgakov, B.V., On accumulation of disturbances in linear oscillatory systems with constant parameters, Dokl. Akad. Nauk SSSR, 1946, vol. 5, no. 5, pp. 339–342.

    Google Scholar 

  11. Malkin, I.G., Teoriya ustoichivosti dvizheniya (Motion Stability Theory), Moscow–Leningrad: Gos. Izd. Tekh.-Teor. Lit., 1952.

    Google Scholar 

  12. Bohl, P., Über Differentialungleichungen, J. Reine Angew. Math, 1913, vol. 144, no. 4, pp. 284–318.

    Google Scholar 

  13. Polyak, B.T., Khlebnikov, M.V., and Shcherbakov, P.S., Upravlenie lineinymi sistemami pri vneshnikh vozmushcheniyakh. Tekhnika lineinykh matrichnykh neravenstv (Control of Linear Systems under exogenous Disturbances. Technique of Linear Matrix Inequalities), Moscow: URSS, 2014.

    Google Scholar 

  14. Polyak, B.T., Khlebnikov, M.V., and Rapoport, L.B., Matematicheskaya teoriya avtomaticheskogo upravleniya (Mathematical Theory of Automatic Control), Moscow: LENAND, 2019.

    Google Scholar 

  15. Khlebnikov, M.V., Suppression of bounded exogenous disturbances: A linear dynamic output controller, Autom. Remote Control, 2011, vol. 72, no. 4, pp. 699–712.

    Article  MathSciNet  Google Scholar 

  16. Polyak, B.T., Khlebnikov, M.V., and Scherbakov, P.S., An LMI approach to structured sparse feedback design in linear control systems, in Proc. 12th Eur. Control Conf. (ECC’13) (Zürich, Switzerland, July 17–19, 2013), 2013, pp. 833–838.

  17. Izmailov, P.N., Peak effect in time-invariant linear systems with scalar inputs and outputs, Avtom. Telemekh., 1987, no. 8, pp. 56–62.

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Funding

This work was partly supported by the Russian Foundation for Basic Research, project no. 18-08-00140.

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Correspondence to M. V. Khlebnikov.

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Translated by V. Potapchouck

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Khlebnikov, M.V. Linear Matrix Inequalities in Control Problems. Diff Equat 56, 1496–1501 (2020). https://doi.org/10.1134/S00122661200110105

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  • DOI: https://doi.org/10.1134/S00122661200110105

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