Abstract
This paper investigates observer design for a class of one-sided Lipschitz descriptor systems with time-varying delay and uncertain parameters. In order to provide a general framework for large-scale systems, the paper considers uncertainties, nonlinearities, disturbance and time-varying delay at both output and state. By constructing Lyapunov–Krasovskii functional, and using the one-sided Lipschitz condition and the quadratic inner-boundedness inequality, we establish the sufficient condition which guarantees that the observer error dynamics is asymptotically stable, and the proposed observer ensures the \(L_2\) gain bounded by a scalar \(\gamma .\) Then, we change the condition into a strict matrix inequality condition. Furthermore, based on the obtained results, we establish the linear matrix inequality-based condition to ensure the asymptotically convergence of state estimation error and to accomplish robustness against \(L_2\) norm bounded disturbances by utilizing change of variables. We propose the computing method of observer gain. Finally, a simulation example is provided to demonstrate the effectiveness of the proposed method.
Similar content being viewed by others
Data Availability
The data used to support the findings of this study are included within the article.
References
M. Abbaszadeh, H.J. Marquez, A generalized framework for robust nonlinear \(H_{\infty }\) filtering of Lipschitz descriptor systems with parametric and nonlinear uncertainties. Automatica. 48, 894–900 (2012)
S. Ahmad, R. Majeed, K.-S. Hong, M. Rehan, Observer design for one-sided Lipschitz nonlinear systems subject to measurement delays, Math. Prob. Eng. 2015, 879492 (2015)
M. Benallouch, M. Boutayeb, M. Zasadzinski, Observer design for one-sided Lipschitz discrete-time systems. Syst. Control Lett. 61, 879–886 (2012)
M. Benallouch, M. Boutayeb, H. Trinh, \(H_{\infty }\) observer-based control for discrete- time one-sided Lipschitz systems with unknown inputs. SIAM J. Control Optim. 52, 3751–75 (2014)
H. Che, J. Huang, X. Zhao, X. Ma, X. Xu, Functional interval observer for discrete-time systems with disturbances. Appl. Math. Comput. 383, 125352 (2020)
X. Cai, Z. Wang, L. Liu, Control design for one-side Lipschitz nonlinear differential inclusion systems with time-delay. Neurocomputing 165, 182–189 (2015)
L. Dai, Singular Control Systems (Lecture Notesin Control and Information Sciences, Springer, Berlin, 1989)
M. Darouach, On the functional observers for linear descriptor systems. Syst. Control Lett. 61, 427–434 (2012)
M. Darouach, M. Zasadzinski, M. Hayar, Reduced-order observer design for descriptor systems with unknown inputs. IEEE Trans. Autom. Control 41(7), 1068–1072 (1996)
Y. Dong, H. Wang, Y. Wang, Design of observers for nonlinear systems with \(H_\infty \) performance analysis. Math. Meth. Appl. Sci. 37, 718–725 (2014)
Y. Dong, L. Chen, S. Mei, Stability analysis and observer design for discrete-time systems with interval time-varying delay. Optim. Control Appl. Meth. 37, 340–358 (2016)
Y. Dong, L. Chen, S. Mei, Observer design for neutral-type neural networks with discrete and distributed time-varying delays. Int. J. Adapt. Control Signal Process. 33, 527–544 (2019)
Y. Dong, W. Liu, S. Liang, Nonlinear observer design for one-sided Lipschitz systems with time-varying delay and uncertainties. Int. J. Robust Nonlinear Control 27, 1974–1998 (2017)
Y. Dong, L. Guo, J. Hao, Robust exponential stabilization for uncertain neutral neural networks with interval time-varying delays by periodically intermittent control. Neural Comput. Appl. 32, 2651–2664 (2020)
L. Etienne, L. Hetel, D. Efimov, M. Petreczky, Observer synthesis under time-varying sampling for Lipschitz nonlinear systems. Automatica 85, 433–440 (2017)
J. Huang, X. Ma, H. Che, Z. Han, Further result on interval observer design for discrete-time switched systems and application to circuit systems. IEEE Trans. Circ. Syst. II Expr. Briefs 67(11), 2542–2546 (2019)
C. Huang, B. Shen, H. Chen, H. Shu, A dynamically event-triggered approach to recursive filtering with censored measurements and parameter uncertainties. J. Frankl. Inst. 356(15), 8870–8889 (2019)
R.A. Horn, C.R. Johnson, Matrix Analysis (Cambridge University Press, Cambridge, 1985)
O. Jaramillo, B. Castillo-Toledo, S. Di Gennaro, Impulsive observer design for a class of nonlinear Lipschitz systems with time-varying uncertainties. J. Franklin Inst. 357, 7423–7437 (2020)
M. Kchaou, H. Gassara, A. El-Hajjaji, Robust observer-based control design for uncertain singular systems with time-delay. Int. J. Adapt. Control. Signal Process. 28(2), 169–183 (2014)
S. Lakshmanan, V. Vembarasan, P. Balasubramaniam, Delay decomposition approach to state estimation of neural networks with mixed time-varying delays and Markovian jumping parameters. Math. Meth. Appl. Sci. 36, 395–412 (2013)
C.Y. Lu, A delay-range-dependent approach to design state estimator for discrete-time recurrent neural networks with interval time-varying delay. IEEE Trans. Circuits Syst. II: Expr. Briefs 55, 1163–1167 (2008)
L. Li, S. Ding, J. Qiu, Y. Yang, Real-time fault detection approach for nonlinear systems and its asynchronous T-S fuzzy observer-based implementation. IEEE Trans. Cybern. 47, 283–294 (2016)
Y. Ma, P. Yang, Y. Yan, Q. Zhang, Robust observer-based passive control for uncertain singular time-delay systems subject to actuator saturation, ISA Trans. 67, 9–18 (2017)
C.M. Nguyen, P.N. Pathirana, H. Trinh, Robust observer-based control designs for discrete nonlinear systems with disturbances. Eur. J. Control 44, 65–72 (2018)
J. Qiu, S. Ding, H. Gao, S. Yin, Fuzzy-model-based reliable static output feedback \(H_{\infty }\) control of nonlinear hyperbolic PDE systems. IEEE Trans. Fuzzy Syst. 24, 388–400 (2016)
T. Tan, B. Shen, K. Peng, H. Liu, Robust recursive filtering for uncertain stochastic systems with amplify-and-forward relays. Int. J. Syst. Sci. 51(7), 1188–1199 (2020)
Z. Wang, Y. Shen, X. Zhang, Q. Wang, Observer design for discrete-time descriptor systems: an LMI approach. Syst. Control Lett. 61, 683–687 (2012)
Z. Wang, J. Wang, Y. Wu, State estimation for recurrent neural networks with unknown delays: Arobust analysis approach. Neurocomputing 227, 29–36 (2017)
Y. Zhao, J. Tao, N.-Z. Shi, A note on observer design for one-sided Lipschitz nonlinear systems. Syst. Lett. 59, 66–71 (2010)
W. Zhang, H. Su, H. Wang, Z. Han, Full-order and reduced-order observers for one-sided Lipschitz nonlinear systems using Riccati equations. Commun. Nonlinear Sci. Numer. Simul. 17, 4968–4977 (2012)
W. Zhang, H.-S. Su, Y. Liang, Z.-Z. Han, Nonlinear observer design for one-sided Lipschitz systems: an linear matrix inequality approach. IET Control Theory Appl. 6, 1297–1303 (2012)
Z. Zhang, H. Su, F. Zhu, Improved exponential observer design for one-sided Lipschitz nonlinear systems. Int. J. Robust Nonlinear Control 26(18), 3958–3973 (2016)
A. Zulfiqar, M. Rehan, M. Abid, Appl. Math. Modell. 40, 2301–2311 (2016)
Acknowledgements
This work was supported by the Natural Science Foundation of Tianjin under Grant no. 18JCYBJC88000 and the Qinghai Science and Technology Department, Grant/Award Number: 2017-ZJ-Y27.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Dong, Y., Hao, J., Mei, S. et al. Observer Design for One-sided Lipschitz Uncertain Descriptor Systems with Time-varying Delay and Nonlinear Uncertainties. Circuits Syst Signal Process 40, 4779–4798 (2021). https://doi.org/10.1007/s00034-021-01703-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-021-01703-y