Preview

Mekhatronika, Avtomatizatsiya, Upravlenie

Advanced search

On Problem of Partial Detectability for Nonlinear Discrete-Time Systems

https://doi.org/10.17587/mau.21.136-142

Abstract

Discrete (finite-difference) systems are widely used in modern nonlinear control theory. One of the main problems of a qualitative study of such systems is the problem of stability of the zero equilibrium position, which has great generality. In most works, such a stability problem is analyzed with respect to all variables that determine the state of the system. However, for many cases important in applications, it becomes necessary to analyze a more general problem of partial stability: the stability of the zero equilibrium position not for all, but only with respect to some given part of the variables. Such a problem is often also considered as auxiliary problem in the study of stability with respect to all variables. In this way, the corresponding concepts and problems of detectability of the studied system arise, which play an important role in the process of analysis of nonlinear controlled systems. Then, more general problems of partial detectability were posed, within the framework of which the situation was studied when stability from a part of variables implies stability not with respect to all, but with respect to more part of the variables. This article studies a nonlinear discrete (finite-difference) system of a general form that admits a zero equilibrium position. Easily interpreted conditions are found on the structural form of the system under consideration that determine its partial detectability, for which stability over a given part of the variables of the zero equilibrium position means its stability with respect to the other, more part of the variables. In this case, the stability with respect to the remaining part of the variables is uncertain and can be investigated additionally. In the process of analyzing this problem of partial detectability, the concept of partial null-dynamics of the system under study is introduced. An application of the obtained results to the stabilization problem with respect to part of the variables of nonlinear discrete controlled systems is given.

About the Authors

V. I. Vorotnikov
Sochi institute of the RUDN
Russian Federation

Doctor Sci. (Phys.&Math.), Professor

Sochi, 354340



Yu. G. Martyshenko
Russian state university of oil and gas
Russian Federation
Moscow, 119991


References

1. Halanay A., Wexler D. Qualitative Theory of Impulsive Systems. Bucharest, Ed. Acad. RPR, 1968, 312 p.

2. Furasov V. D. Stability and Stabilization of Discrete Processes, Moscow, Nauka, 1982, 192 p. (in Russian).

3. Аgarwal R. P. Difference Equations and Inequalities: Theory, Methods and Applications, 2 ed., N. Y., Marcel Dekker, 2000, 971 p.

4. Aleksandrov A. Yu., Zhabko A. P. (Stability of Motion of Discrete Dynamical Systems, Saint-Petersburg, Saint-Petersburg Univ. Press, 2007, 136 p. (in Russian).

5. Haddad W. M., Chellaboina V. Nonlinear Dynamical Systems and Control: A Lyapunov-Based Approach, Princeton, Princeton University Press, 2008, 976 p.

6. Zuyev A. L., Ignatyev A. O., Kovalev A. M. Stability and Stabilization of Nonlinear Systems, Kiev, Naukova dumka, 2013, 430 p. (in Russian).

7. Boltyanskii V. G. Optimal Control of Discrete Processes, Moscow, Nauka, 1973, 448 p. (in Russian).

8. Juri E. I. Robustness of discrete systems, Automation and Remote Control, 1990, vol. 51, no. 5, pp. 571—592.

9. Pachpatte B. G. Partial stability of solutions of difference equations, Proc. Nat. Acad. Sci., India, 1973, vol. A43, pp. 235—238.

10. Michel A. N., Molchanov A. P., Sun Y. Partial Stability and Boundedness of General Dynamical Systems on Metric Spaces, Nonlinear Analysis: Theory, Methods & Applications, 2003, vol. 52, no. 4, pp. 1295—1316.

11. Abramov S. A., Bronstein M. Solving Linear Systems of Differential and Difference Equations with Respect to a Part of the Unknowns, Comp. Math. Math. Phys., 2006, vol. 46, no. 2, pp. 218—230.

12. Costa E. F., Astolfi A. Partial Stability for a Class of Nonlinear Systems, SIAM J. Control Optim., 2009, vol. 47, no. 6, pp. 3203—3219.

13. Ramírez-Llanos, E., Martínez S. Distributed and Robust Fair Optimization Applied to Virus Diffusion Control, IEEE Trans. Network Sci. Engineering, 2017, vol. 4, no. 1, pp. 41—54.

14. Ramírez-Llanos E., Martínez S. Distributed DiscreteTime Optimization Algorithms with Applications to Resource Allocation in Epidemics Control, Optimal Control Appl. Meth., 2018, vol. 39, no. 1, pp. 160—180.

15. Vorotnikov V. I., Martyshenko Yu. G. K zadache chastichnoy ustoychivosti ne-lineynykh diskretnykh sistem (To Problem of Partial Stability of Nonlinear Discrete-Time Systems), Mekhatro nika, Avtomatizatsija, Upravlenie, 2017. vol. 18, no. 6, pp. 371—375 (in Russian).

16. Byrnes C. I., Isidori A., Willems J. C. Passivity, Feedback Equivalence, and the Global Stabilization of Minimum Phase Nonlinear Systems, IEEE Trans. Autom. Control, 1991, vol. 36, no. 11, pp. 1228—1240.

17. Isidori A. The Zero Dynamics of a Nonlinear System: From the Origin to the Latest Progresses of a Long Successful Story, European J. Control, 2013, vol. 19, no. 5, pp. 369—378.

18. Ingalls B. P., Sontag E. D., Wang Y. Measurement to Error Stability: a Notion of Partial Detectability for Nonlinear Systems, Proc. 41th IEEE Conf. on Decision and Control, Las Vegas, Nevada. 2002, pp. 3946—3951.

19. Vorotnikov V. I., Martyshenko Yu. G. On Partial Detectability of the Nonlinear Dynamic Systems, Automation and Remote Control, 2009, vol. 70, no. 1, pp. 20—32.

20. Halanay A. Differential Equations: Stability, Oscillations, Time Lags, New York, Acad. Press, 1966, 528 p.

21. Rumyantsev V. V., Oziraner A. S. Stability and Stabilization of Motion with Respect to a Part of the Variables, Moscow, Nauka, 1987, 256 p. (in Russian).

22. Vorotnikov V. I. Partial Stability and Control, Boston, Birkhauser, 1998, 448 p.

23. Vorotnikov V. I. Partial Stability and Control: the State of the Art and Developing Prospects, Automation and Remote Control, 2005, vol. 66, no. 4, pp. 511—561.

24. Vorotnikov V. I., Martyshenko Yu. G. On the partial stability of nonlinear dynamical systems, J. Comput. Syst. Sci. Int., 2010, vol. 49, no. 5, pp. 702—709.

25. Fradkov A. L., Miroshnik I. V., Nikiforov V. O. Nonlinear and Adaptive Control of Complex Systems, Dordrecht, Kluwer Acad. Publ., 1999, 528 p. (in Russian).

26. Jammazi C. Backstepping and Partial Asymptotic Stabilization, Intern. J. Control, Autom., Syst., 2008, vol. 6, no. 6, pp. 859—872.

27. Efimov D. V., Fradkov A. L. Input-to-Output Stabilization of Nonlinear Systems via Backstepping, Int. J. Robust Nonlinear Control, 2009, vol. 19, no. 6, pp. 613—633.

28. Binazadeh T., Yazdanpanah M. J. Partial Stabilization of Uncertain Nonlinear Systems, ISA Trans., 2012, vol. 51, no. 2, pp. 298—303.

29. L’Afflitto A., Haddad W. M., Bakolas E. Partial-State Stabilization and Optimal Feedback Control, Int. J. Robust Nonlinear Control, 2016, vol. 26, no. 5, pp. 1026—1050.

30. Zuyev A. L. Partial Stabilization and Control of Distributed Parameter Systems with Elastic Elements, Cham, Springer Int. Publ., 2015, 245 p.

31. Vorotnikov V. I. The Control of the Angular Motion of a Solid with Interference. A Game-Theoretic Approach, J. Appl. Math. Mech., 1994, vol. 58, no. 3, pp. 457—476.

32. Vorotnikov V. I. On Bounded Control Synthesis in a Game Theory Problem of Reorientation of an Asymmetric Solid, Physics-Doklady, 1995, vol. 40, no. 8, pp. 421—425 (in Russian).

33. Vorotnikov V. I., Martyshenko Yu. G. On the Nonlinear Uniaxial Reorientation Problem for a Three-Rotor Gyrostat in the Game Noise Model, Automation and Remote Control, 2012, vol. 73, no. 9, pp. 1469—1480.

34. Vorotnikov V. I., Martyshenko Yu. G. On the Nonlinear Problem of Three-Axis Reorientation of a Three-Rotor Gyrostat in the Game Noise Model, Cosmic Research, 2013, vol. 51, no. 5, pp. 372—378 (in Russian).

35. Vorotnikov V. I., Martyshenko Yu. G. To Problem of Three-Rotor Gyrostat Reorientation under Uncontrolled External Disturbances, Mekhatronika, Avtomatizatsija, Upravlenie, 2016, vol. 17, no. 6, pp. 414—419 (in Russian).


Review

For citations:


Vorotnikov V.I., Martyshenko Yu.G. On Problem of Partial Detectability for Nonlinear Discrete-Time Systems. Mekhatronika, Avtomatizatsiya, Upravlenie. 2020;21(3):136-142. (In Russ.) https://doi.org/10.17587/mau.21.136-142

Views: 568


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1684-6427 (Print)
ISSN 2619-1253 (Online)