Abstract
This paper investigates the reduced-order switched observers for switched linear systems with unknown inputs when none subsystems are strongly detectable under dwell time switching. A time-varying disturbance-decoupling state coordinate transformation is first utilized to decouples the unknown input from a subset of the transformed state coordinates. Secondly, a linear coordinate transformation is constructed to decompose the system state into directly available state component parts and non-direct available state component parts. The existence conditions of the reduced-order switched observers are derived by both restricting the upper bounds and the lower bounds of dwell time, decreasing the energy of switched systems at switching times, and confining the growth of subsystems’ Lyapunov functions, and the reduced-order switched observers are constructed. Stability analysis of switched error dynamics is also presented. Then, the proposed reduced-order switched observers asymptotically converges to the state under the designed dwell time switching signal. Finally, an example confirms the effectiveness of the proposed method.
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References
D. Liberzon, Switching in Systems and Control, Birkhauser Boston, 2003.
R. Ma and S. An, “Minimum dwell time for global exponential stability of a class of switched positive nonlinear systems,” IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 2, pp. 471–477, 2019.
H. Yang, B. Jiang, and J. Zhao, “On finite-time stability of cyclic switched nonlinear systems,” IEEE Transactions on Automatic Control, vol. 60, no. 8, pp. 2201–2206, 2015.
A.-Y. Lu and G.-H. Yang, “Stabilization of switched systems with all modes unstable via periodical switching laws,” Automatica, vol. 122, p. 109150, 2020.
G. Zong, W. Qi, and H. R. Karimi, “L1 control of positive semi-Markov jump systems with state delay,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 12, pp. 7569–7578, 2021.
H. Yang, B. Jiang, G. Tao, and D. Zhou, “Robust stability of switched nonlinear systems with switching uncertainties,” IEEE Transactions on Automatic Control, vol. 61, no. 9, pp. 2531–2537, 2016.
G. Zong, Y. Li, and H. Sun, “Composite anti-disturbance resilient control for Markovian jump nonlinear systems with general uncertain transition rate,” Science China Information Sciences, vol. 62, no. 2, p. 22205, 2019.
H. He, W. Qi, Z. Liu, and M. Wang, “Adaptive attack-resilient control for Markov jump system with additive attacks,” Nonlinear Dynamics, vol. 103, no. 2, pp. 1585–1598, 2021.
X. Su, Y. Wen, P. Shi, S. Wang, and W. Assawinchaichote, “Event-triggered fuzzy control for nonlinear systems via sliding mode approach,” IEEE Transactions on Fuzzy Systems, vol. 29, no. 2, pp. 336–344, 2019.
L. Lin, Z. Liu, Y. Kao, and R. Xu, “Observer-based adaptive control for a class of uncertain switched systems with time-delay: A sliding mode approach,” International Journal of Control, Automation, and Systems, vol. 18, no. 11, pp. 2907–2916, 2020.
Z. Fei, C. Guan, and X. Zhao, “Event-triggered dynamic output feedback control for switched systems with frequent asynchronism,” IEEE Transactions on Automatic Control, vol. 65, no. 7, pp. 3120–3127, 2020.
Y. Xu, H. Yang, and B. Jiang, “Fault tolerant time optimization of switched systems with application to multi-agent flight control,” International Journal of Control, Automation, and Systems, vol. 17, no. 2, pp. 380–390, 2019.
G.-X. Zhong and G.-H. Yang, “Passivity and output feedback passification of switched continuous-time systems with a dwell time constraint,” Journal of Process Control, vol. 32, pp. 16–24, 2015.
H. Shen, Z. Huang, J. Cao, and J. H. Park, “Exponential H∞ filtering for continuous-time switched neural networks under persistent dwell-time switching regularity,” IEEE Transactions on Cybernetics, vol. 50, no. 6, pp. 2440–2449, 2019.
G. Zong, H. Ren, and H. R. Karimi, “Event-triggered communication and annular finite-time H∞ filtering for networked switched systems,” IEEE Transactions on Cybernetics, vol. 51, no. 1, pp. 309–317, 2020.
W. Qi, X. Gao, C. K. Ahn, J. Cao, and J. Cheng, “Fuzzy integral sliding-mode control for nonlinear semi-Markovian switching systems with application,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1–10, 2020. DOI: https://doi.org/10.1109/TSMC.2020.3034484
Y. Xu, B. Jiang, and H. Yang, “Two-level game-based distributed optimal fault-tolerant control for nonlinear interconnected systems,” IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 11, pp. 4892–4906, 2020.
Q. Ma and S. Xu, “Consensus switching of second-order multiagent systems with time delay,” IEEE Transactions on Cybernetics, pp. 1–5, 2020. DOI: https://doi.org/10.1109/TCYB.2020.3011448
G. Zong, H. Sun, and S. K. Nguang, “Decentralized adaptive neuro-output feedback saturated control for INS and its application to AUV,” IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 12, pp. 5492–5501, 2021.
J. Dong, Q. Hou, and M. Ren, “Control synthesis for discrete-time T-S fuzzy systems based on membership function-dependent H∞ performance,” IEEE Transactions on Fuzzy Systems, vol. 28, no. 12, pp. 3360–3366, 2019.
W. Qi, G. Zong, and W. X. Zheng, “Adaptive event-triggered SMC for stochastic switching systems with semi-Markov process and application to boost converter circuit model,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 2, pp. 786–796, 2020.
Y.-Y. Tao, Z.-G. Wu, and Y. Guo, “Two-dimensional asynchronous sliding-mode control of Markov jump Roesser systems,” IEEE Transactions on Cybernetics, pp. 1–10, 2020.
J. Fu, R. Ma, T. Chai, and Z. Hu, “Dwell-time-based standard H∞ control of switched systems without requiring internal stability of subsystems,” IEEE Transactions on Automatic Control, vol. 64, no. 7, pp. 3019–3025, 2019.
J. Zhang, X. Zhao, F. Zhu, and H. R. Karimi, “Reduced-order observer design for switched descriptor systems with unknown inputs,” IEEE Transactions on Automatic Control, vol. 65, no. 1, pp. 287–294, 2019.
S. Yin, H. Gao, J. Qiu, and O. Kaynak, “Descriptor reduced-order sliding mode observers design for switched systems with sensor and actuator faults,” Automatica, vol. 76, pp. 282–292, 2017.
I. López, M. L. Puertas, C. Rodríguez, M. Gámez, and Z. Varga, “Robust observer design by sign-stability for the monitoring of population systems,” Journal of the Franklin Institute, vol. 356, no. 4, pp. 2240–2257, 2019.
R. Rajamani, W. Jeon, H. Movahedi, and A. Zemouche, “On the need for switched-gain observers for nonmonotonic nonlinear systems,” Automatica, vol. 114, p. 108814, 2020.
F. J. Bejarano and A. Pisano, “Switched observers for switched linear systems with unknown inputs,” IEEE Transactions on Automatic Control, vol. 56, no. 3, pp. 681–686, 2010.
R. Ma, J. Fu, and T. Chai, “Dwell-time-based observer design for unknown input switched linear systems without requiring strong detectability of subsystems,” IEEE Transactions on Automatic Control, vol. 62, no. 8, pp. 4215–4221, 2017.
J. Yang, F. Zhu, X. Tan, and Y. Wang, “Robust full-order and reduced-order observers for a class of uncertain switched systems,” Journal of Dynamic Systems, Measurement, and Control, vol. 138, no. 2, p. 021004, 2016.
G.-J. Huang and W.-H. Chen, “A revisit to the design of switched observers for switched linear systems with unknown inputs,” International Journal of Control, Automation, and Systems, vol. 12, no. 5, pp. 954–962, 2014.
M. Defoort, J. Van Gorp, M. Djemai, and K. Veluvolu, “Hybrid observer for switched linear systems with unknown inputs,” Proc. of 2012 7th IEEE Conference on Industrial Electronics and Applications, pp. 594–599, 2012.
I. Malloci, Z. Lin, and G. Yan, “Stability of interconnected impulsive switched systems subject to state dimension variation,” Nonlinear Analysis: Hybrid Systems, vol. 6, no. 4, pp. 960–971, 2012.
Funding
This work was partially supported by National Natural Science Foundation of China (62073157), Scientific Research Fund of Educational Department of Liaoning Province (LZD201901), and Liaoning Revitalization Talents Program (XLYC1807012).
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Ruicheng Ma received his M.S. degree in applied mathematics from Liaoning University, China, in 2008. He completed his Ph.D. in control theory and control engineering from Northeastern University, China, in 2012. He is currently a professor with the School of Mathematics and Statistics, Liaoning University, China. His research interests include switched systems, hybrid control, and nonlinear systems.
Haozhe Pang received her B.S. degree in mathematics and applied mathematics in 2018 from Shihezi University, China. Now she is currently pursuing an M.S. degree at School of Mathematics and Statistics, Liaoning University, Shenyang, China. Her research interests include switched systems, nonlinear systems, and observers design.
Lulu Fu received her B.S. degree in Information and Computing Science from Liaoning University of Technology, Jinzhou, China, in 2019. She is now working towards an M.S. degree in Operations Research and Cybernetics from Liaoning University, Shenyang, China. Her current research interests include switched systems, nonlinear systems, and optimal control.
Yetian Fan received his B.S. and Ph.D. degrees in the School of Mathematical Science from Dalian University of Technology, Dalian, China, in 2010 and 2017, respectively. Currently, he is a lecturer in the School of Mathematics and Statistics, Liaoning University, China. His research interests include switched systems, machine learning, and bioinformatics.
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Ma, R., Pang, H., Fu, L. et al. Reduced-order Observers Design for Unknown Inputs Switched Systems without Strongly Detectable of Subsystems. Int. J. Control Autom. Syst. 20, 1275–1282 (2022). https://doi.org/10.1007/s12555-021-0168-z
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DOI: https://doi.org/10.1007/s12555-021-0168-z