Abstract
In this chapter, we provide some background material on an anisotropy-based approach to the analysis of linear discrete-time systems (LDTI). Concepts of mean anisotropy of Gaussian random sequences and anisotropic norms for linear systems are introduced inĀ [1, 2, 2] and briefly described below. This chapter deals with generalization of anisotropy-based analysis of the class of descriptor systems using generalized algebraic Riccati equations and convex optimization techniques.
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Notes
- 1.
The stabilizing solution of the Riccati equationĀ (3.45) stands for solution \(\widehat{R}\), that the pair \((E, A + BL)\) is admissible.
References
Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: State-space solution to anisotropy-based stochastic \(H_{\infty }\)-optimization problem. In: Proceedings of theĀ 13th IFAC World Congress, San-Francisco, USA, pp. 427ā432 (1996)
Vladimirov, I.G., Diamond, P., Kloeden, P.: Anisotropy-based performance analysis of finite horizon linear discrete time-varying systems. Autom. Remote Control. 8, 1265ā1282 (2006)
Gray, R.M.: Entropy and Information Theory. Springer, New York (1991)
Grenander, U., Szegƶ, G.: Toeplitz Forms and Their Applications. University of California Press (1958)
Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: Anisotropy of signals and the entropy of linear stationary systems. Doklady Math. 51, 388ā390 (1995)
Vladimirov, I.G., Kurdyukov, A.P., Semyonov, A.V.: On computing the anisotropic norm of linear discrete-time-invariant systems. In: Proceedings of theĀ 13th IFAC World Congress, San-Francisco, USA, pp. 179ā184 (1996)
Stykel, T.: Analysis and numerical solution of generalized Lyapunov equations. Ph.D. Thesis, Institut fur Mathematik, Techische Universitat Berlin, Berlin (2002)
Hsiung, K.-L., Lee, L.: Lyapunov inequality and bounded real lemma for discrete-time descriptor systems. IEE Proc. Control Theory Appl. 1(46), 327ā331 (1999)
Diamond, P., Vladimirov, I., Kurdyukov, A., Semyonov, A.: Anisotropy-based performance analysis of linear discrete time-invariant control systems. Int. J. Control. 74(1), 28ā42 (2001)
Belov, A., Kurdyukov, A.: Calculation of the anisotropic norm of the descriptor system. Autom. Remote Control. 6, 51ā63 (2010)
Belov, A.A.: Synthesis of anisotropic controllers for descriptor systems. Ph.D. Thesis, Moscow (2011) (in Russian)
Kurdyukov, A., Maximov, E., Tchaikovsky, M.: Anisotropy-based bounded real lemma. In: Proceedings of the 19th International Symposium of Mathematical Theory of Networks and Systems, Budapest, Hungary, pp. 2391ā2397 (2010)
Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge University Press, New York (2007)
Ben-Tal, A., Nemirovskii, A.: Lectures on Modern Convex Optimization. Technicon, Haifa, Israel (2000)
Balandin, D., Kogan, M.: Design of Control Laws Using LMI. FIZMATLIT, Moscow (2007). (in Russian)
Xu, S., Yang, C.: \({\mathscr {H}_{\infty }\,}\) State feedback control for discrete singular systems. IEEE Trans. Autom. Control. 45(7), 1405ā1409 (2000)
Bernstein, D.S.: Matrix Mathematics: Theory, Facts, and Formulas with Application to Linear Systems Theory. Princeton University Press, New Jersey (2005)
Tchaikovsky, M., Kurdyukov, A., Timin, V.: Strict anisotropic norm bounded real lemma in terms of inequalities. In: Proceedings of the 18th IFAC World Congress, Milano, Italy, pp. 2332ā2337 (2011)
Boyd, S., Ghaoui, L.E., Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in Systems and Control Theory. SIAM Studies in Applied Mathematics, Philadelphia, Pennsylvania (1994)
Andrianova,O., Belov, A.: Anisotropy-based bounded real lemma for linear discrete-time descriptor systems. In: Proceedings of theĀ 2013 International Conference on Process Control, pp. 57ā62 (2013)
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Belov, A.A., Andrianova, O.G., Kurdyukov, A.P. (2018). Anisotropy-Based Analysis of LDTI Descriptor Systems. In: Control of Discrete-Time Descriptor Systems. Studies in Systems, Decision and Control, vol 157. Springer, Cham. https://doi.org/10.1007/978-3-319-78479-3_3
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