Adaptive Output Tracking for MIMO Linear Systems with Different Control Delays Affected by Unknown External Disturbances
https://doi.org/10.17587/mau.26.568-578
Abstract
This paper presents the problem of adaptive output tracking for a class of unstable multi-input multi-output linear time-invariant systems affected by unknown external disturbances, taking into account different control delays across the channels. It is assumed that both the reference signal and the external disturbances have a multi-harmonic form with unknown frequencies, phases, biases, and amplitudes. The disturbances may be unmatched in the system and affect both the inputs and the outputs. For such systems, a linear state feedback control law is first designed based on the classical Falb—Wolovich method to decouple the multivariable system into independent control channels. This approach to the channel decoupling allows, in the case of the presence of nonminimum-phase zeros in the transfer function, to exclude them and transform the original system into transfer functions with independent integrators. Then, an observer is constructed to estimate the states of the reference signal and the external disturbances. Finally, an adaptive controller is synthesized to compensate for the external disturbances and ensure accurate output tracking of the reference signal. In this work, the adaptive algorithm with memory regressor extension is employed with the aim of improving the convergence rate of the parameter adaptation. The proposed method guarantees that all signals in the closed-loop system remain bounded and ensures the asymptotic stability of the output. To validate the proposed approach, numerical simulations are carried out in the MATLAB environment. The proposed solution is feasible for "square" systems, when the number of inputs and outputs of a multi-channel system is the same.
About the Authors
C. V. ТuRussian Federation
Saint Petersburg, 197101.
N. A. Dudarenko
Russian Federation
Сand.Tech.Sc., Docent, Associate Professor.
Saint Petersburg, 197101.
References
1. Wang Q.-G. Decoupling Control, Berlin, Springer, 2003, 372 p.
2. Nikiforov V. O., Gerasimov D. N., Dudarenko N. A. Output Adaptive Compensation of External Disturbances in MIMO Systems, Automation and Remote Control, 2025, vol. 86, iss. 4, pp. 291—305.
3. Filimonov A. B., Filimonov N. B. Autonomization of control channels for multidimensional objects based on the formalism of linear-quadratic optimization, Avtometriya. 2017, vol. 53, no. 4, pp. 35—43 (in Russian).
4. Morgan В. The synthesis of linear multivariable systems by state-variable feedback, IEEE Trans. Autom. Control, 1964, vol. 9, no. 4, pp. 405—411.
5. Gilbert E. G. The decoupling of multivariable systems by state feedback, SIAM J. Control, 1969, vol. 7, no. 1, pp. 50—63.
6. Falb P., Wolovich W. Decoupling in the design and synthesis of multivariable control systems, IEEE Trans. Autom. Control, 1967, vol. 12, no. 6, pp. 651—659.
7. Chu D., Malabre M. Numerically reliable design for proportional and derivative state-feedback decoupling controller, Automatica, 2002, vol. 38, no. 12, pp. 2121—2125.
8. Nijmeijer H., Respondek W. Dynamic input-output decoupling of nonlinear control systems, IEEE Trans. Autom. Control, 1988, vol. 33, no. 11, pp. 1065—1070.
9. Mertzios B. G., Christodoulou M. A. Decoupling and pole-zero assignment of singular systems with dynamic state feedback, Circuits Syst. Signal Process, 1986, vol. 5, no. 1, pp. 49—68.
10. Estrada M. B., Malabre M. Proportional and derivative state-feedback decoupling of linear systems, IEEE Trans. Autom. Control, 2000, vol. 45, no. 4, pp. 730—733.
11. Ang lico B. A., Barbosa F. S., Toriumi F. Y. State feedback decoupling control of a control moment gyroscope, J. Control Autom. Electr. Syst., 2017, vol. 28, no. 1, pp. 26—35.
12. Francis B. A., Wonham W. M. The internal model principle for linear multivariable regulators, Appl. Math. Optim., 1975, vol. 2, no. 2, pp. 170—194.
13. Davison E. The robust control of a servomechanism problem for linear time-invariant multivariable systems, IEEE Trans. Autom. Control, 1976, vol. 21, no. 1, pp. 25—34.
14. Johnson C. Accommodation of external disturbances in linear regulator and servomechanism problems, IEEE Trans. Autom. Control., 1971, vol. 16, no. 6, pp. 635—644.
15. Gerasimov D. N., Nikiforov V. O., Paramonov А. V. Adaptive disturbance compensation in delayed linear systems: Internal model approach, Proceedings of the 2015 IEEE Conference on Control Applications, 2015, pp. 1692—1696.
16. Gerasimov D. N., Paramonov A. V., Nikiforov V. O. Algorithms of adaptive disturbance compensation in linear systems with arbitrary input delay, International Journal of Control, 2020, vol. 93, no. 7, pp. 1596—1604.
17. Gerasimov D. N., Paramonov A. V., Nikiforov V. O. Algorithms of fast adaptive compensation of disturbance in linear systems with arbitrary input delay, IFAC-PapersOnLine, 2017, vol. 50, no. 1, pp. 12892—12897.
18. Nikiforov V. O., Paramonov A. V., Gerasimov D. N., Pashenko А. V. Adaptive compensation of unmatched disturbances in MIMO LTI plants with input delay, Proceedings of the 2021 American Control Conference, 2021, pp. 2430—2435.
19. Nikiforov V. O., Paramonov A. V., Gerasimov D. N. Adaptive compensation of unmatched disturbances in unstable MIMO LTI plants with distinct input delays, IFAC-PapersOnLine, 2023, vol. 56, no. 2, pp. 9179—9184.
20. Narendra K. S., Annaswamy А. M. Stable Adaptive Systems. Englewood Cliffs, N. J., Prentice Hall, 1989, 494 p.
21. Nikiforov V. O., Gerasimov D. N. Adaptive Regulation: Reference Tracking and Disturbance Rejection, Cham, Switzerland, Springer, 2022, 358 p.
22. Isidori А. Lectures in Feedback Design for Multivariable Systems, Cham, Switzerland, Springer, 2017, 413 p.
23. Gerasimov D. N., Paramonov A. V., Nikiforov V. O. Algorithm of multiharmonic disturbance compensation in linear systems with arbitrary delay: internal model approach, Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2016, vol. 16, no. 6, pp. 1023—1030, DOI: 10.17586/22261494-2016-16-6-1023-1030 (in Russian).
24. Gerasimov D., Nikiforov V. On key properties of the Lion’s and Kreisselmeier’s adaptation algorithms, International Journal of Adaptive Control and Signal Processing, 2022, vol. 36, iss. 6, pp. 1285—1304.
Review
For citations:
Тu C.V., Dudarenko N.A. Adaptive Output Tracking for MIMO Linear Systems with Different Control Delays Affected by Unknown External Disturbances. Mekhatronika, Avtomatizatsiya, Upravlenie. 2025;26(11):568-578. (In Russ.) https://doi.org/10.17587/mau.26.568-578

















.png)






