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Extended state observer for uncertain lower triangular nonlinear systems subject to stochastic disturbance

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Abstract

The extended state observer (ESO) is the most important part of an emerging control technology known as active disturbance rejection control to this day, aiming at estimating “total disturbance” from observable measured output. In this paper, we construct a nonlinear ESO for a class of uncertain lower triangular nonlinear systems with stochastic disturbance and show its convergence, where the total disturbance includes internal uncertain nonlinear part and external stochastic disturbance. The numerical experiments are carried out to illustrate effectiveness of the proposed approach.

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References

  1. J. Han. From PID to active disturbance rejection control. IEEE Transactions on Industrial Electronics, 2009, 56(3): 900–906.

    Article  Google Scholar 

  2. Z. Gao. On the centrality of disturbance rejection in automatic control. ISA Transactions, 2014, 53(4): 850–857.

    Article  Google Scholar 

  3. R. Madoński, M. Kordasz, P. Sauer. Application of a disturbance rejection controller for robotic-enhanced limbre habilitation trainings. ISA Transactions, 2014, 53(4): 899–908.

    Article  Google Scholar 

  4. F. Léonard, A. Martini, G. Abba. Robust nonlinear controls of model-scale helicopters under lateral and vertical wind gusts. IEEE Transactions on Control Systems Technology, 2012, 20(1): 154–163.

    Article  Google Scholar 

  5. H. Sira-Ramírez, C. López-Uribe, M. Velasco-Villa Linear observer-based active disturbance rejection control of the omnidirectional mobile robot. Asian Journal of Control, 2012, 15(1): 51–63.

    Article  MathSciNet  MATH  Google Scholar 

  6. L. Dong, D. Avanesian. Drive-mode control for vibrational MEMS gyroscopes. IEEE Transactions on Industrial Electronics, 2009, 56(4): 956–963.

    Article  Google Scholar 

  7. J. Vincent, D. Morris, N. Usher, et al. On active disturbance rejection based control design for superconducting RF cavities. Nuclear Instruments and Methods in Physics Research–Section A, 2011, 643(1): 11–16.

    Article  Google Scholar 

  8. R. Madoński, P. Herman. Survey on methods of increasing the efficiency of extended state disturbance observers. ISA Transactions, 2015, 56: 18–27.

    Article  Google Scholar 

  9. B. Guo, Z. Zhao. On the convergence of extended state observer for nonlinear systems with uncertainty. Systems & Control Letters, 2011, 60(6): 420–430.

    Article  MathSciNet  MATH  Google Scholar 

  10. B. Guo, Z. Zhao. On convergence of the nonlinear active disturbance rejection control for MIMO systems. SIAM Journal on Control and Optimization, 2013, 51(2): 1727–1757.

    Article  MathSciNet  MATH  Google Scholar 

  11. B. Guo, Z. Zhao. On convergence of non-linear extended state observer for multi-input multi-output systems with uncertainty. IET Control Theory & Applications, 2012, 6(15): 2375–2386.

    Article  MathSciNet  Google Scholar 

  12. Z. Zhao, B. Guo. Active disturbance rejection control approach to stabilization of lower triangular systems with uncertainty. International Journal of Robust and Nonlinear Control, 2016, 26(11): 2314–2337.

    Article  MATH  Google Scholar 

  13. Z. Zhao, B. Guo. Extended state observer for uncertain lower triangular nonlinear systems. Systems & Control Letters, 2015, 85: 100–108.

    Article  MathSciNet  MATH  Google Scholar 

  14. Y. Huang, W. Xue. Active disturbance rejection control: methodology and theoretical analysis. ISA Transactions, 2014, 53(4): 963–976.

    Article  MathSciNet  Google Scholar 

  15. W. Xue, Y. Huang. On performance analysis of ADRC for a class of MIMO lower-triangular nonlinear uncertain systems. ISA Transactions, 2014, 53(4): 955–962.

    Article  MathSciNet  Google Scholar 

  16. W. Bai, W. Xue, Y. Huang, et al. Extended state filter design for general nonlinear uncertain systems. Proceedings of the 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), Hangzhou: IEEE, 2015: 712–717.

    Google Scholar 

  17. J. Han. A class of extended state observers for uncertain systems. Control and Decision, 1995, 10(1): 85–88 (in Chinese).

    Google Scholar 

  18. Z. Gao. Scaling and bandwith-parameterization based controller tuning. Proceedings of the American Control Conference, New York: IEEE, 2006: 4989–4996.

    Google Scholar 

  19. X. Yang, Y. Huang. Capability of extended state observer for estimating uncertainties. Proceedings of the American Control Conference, New York: IEEE, 2009: 3700–3705.

    Google Scholar 

  20. Q. Zheng, L. Gao, Z. Gao. On stability analysis of active disturbance rejection control for nonlinear time-varying plants with unknown dynamics. Proceedings of the 46th IEEE Conference on Decision and Control, 2007: 4090–4095.

    Google Scholar 

  21. S. Faetti, P. Grigolini. Unitary point of view on the puzzling problem of nonlinear systems driven by colored noise. Physical Review A, 1987, 36(1): 441–444.

    Article  Google Scholar 

  22. Y. Jia, X. Zheng, X. Hu, et al. Effects of colored noise on stochastic resonance in a bistable system subject to multiplicative and additive noise. Physical Review E, 2001, 63(3): DOI 10.1103/PhysRevE.63.031107.

    Google Scholar 

  23. Z. Huang, W. Zhu, Y. Ni, et al. Stochastic averaging of strongly non-linear oscillators under bounded noise excitation. Journal of Sound and Vibration, 2002, 254(2): 245–267.

    Article  MathSciNet  MATH  Google Scholar 

  24. M. Misono, T. Kohmoto, Y. Fukuda, et al. Stochastic resonance in an optical bistable system driven by colored noise. Optics Communications, 1998, 152(4/6): 255–258.

    Article  Google Scholar 

  25. S. Zhong, H. **n. Effects of colored noise on internal stochastic resonance in a chemical model system. Chemical Physics Letters, 2001, 333(1/2): 133–138.

    Article  Google Scholar 

  26. B. Guo, Z. Wu, H. Zhou. Active disturbance rejection control approach to output-feedback stabilization of a class of uncertain nonlinear systems subject to stochastic disturbance. IEEE Transactions on Automatic Control, 2016, 61(6): 1613–1618.

    Article  MathSciNet  Google Scholar 

  27. D. J. Higham. An algorithmic introduction to numerical simulation of stochastic differential equations. SIAM Review, 2001, 43(3): 525–546.

    Article  MathSciNet  MATH  Google Scholar 

  28. Z. Zhao, B. Guo. On active disturbance rejection control for nonlinear systems using time-varying gain. European Journal of Control, 2015, 23: 62–70.

    Article  MathSciNet  Google Scholar 

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Correspondence to Zehao Wu.

Additional information

This work was supported by the National Natural Science Foundation of China (No. 61273129).

Zehao WU was born in Guangdong, China, in 1988. He received his B.Sc. degree in Mathematics from Guangdong Polytechnic Normal University, Guangzhou, China, in 2011, and M.Sc. degree in Mathematics from **amen University, **amen, China, in 2014. He is currently pursuing the Ph.D. degree at the Academy of Mathematics and System Sciences, Chinese Academy of Sciences, Bei**g. His research interests include stochastic systems control and distributed parameter systems control. E-mail: zehaowu@ amss.ac.cn.

Baozhu GUO received the Ph.D. degree from the Chinese University of Hong Kong in applied mathematics in 1991. From 1985 to 1987, he was a Research Assistant at Bei**g Institute of Information and Control, China. During the period 1993–2000, he was with the Bei**g Institute of Technology, first as an associate professor (1993–1998) and subsequently a professor (1998–2000). Since 2000, he has been with the Academy of Mathematics and Systems Science, the Chinese Academy of Sciences, where he is a research professor in Mathematical System Theory. His research interests include the theory of control and application of infinite-dimensional systems. E-mail: bzguo@iss.ac.cn.

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Wu, Z., Guo, B. Extended state observer for uncertain lower triangular nonlinear systems subject to stochastic disturbance. Control Theory Technol. 14, 179–188 (2016). https://doi.org/10.1007/s11768-016-6019-4

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  • DOI: https://doi.org/10.1007/s11768-016-6019-4

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