Skip to main content
Log in

Nonlinear observer-based adaptive output feedback tracking control of underactuated ships with input saturation

  • Original article
  • Published:
Journal of Marine Science and Technology Aims and scope Submit manuscript

Abstract

This paper focuses on adaptive robust output feedback tracking control of an underactuated ship considering input saturation and unavailable velocities. First, a nonlinear observer is designed for the estimation of velocities and the backstepping method is combined with the dynamic surface control (DSC) technique to stabilize the tracking errors and solve the problem of complexity explosion inherent. Then, an adaptive algorithm is designed to estimate the upper bound of external disturbances. In particular, the hyperbolic tangent function and an auxiliary system are used to compensate for the input saturation. Finally, According to the Lyapunov stability theory, all closed-loop signals are uniformly ultimately bounded (UUB). Simulation results and comparisons show the effectiveness and superiority of the designed controller.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  1. Zhang G, Liu S, Li J, Zhang X (2021) LVS guidance principle and adaptive neural fault-tolerant formation control for underactuated vehicles with the event-triggered input. Ocean Eng. https://doi.org/10.1016/j.oceaneng.2021.108927

    Article  Google Scholar 

  2. Wang Y, Shen Z, Wang Q, Yu H (2021) Predictor-based practical fixed-time adaptive sliding mode formation control of a time-varying delayed uncertain fully-actuated surface vessel using RBFNN. ISA Trans. https://doi.org/10.1016/j.isatra.2021.06.021

    Article  Google Scholar 

  3. Chwa D (2021) Adaptive neural output feedback tracking control of underactuated ships against uncertainties in kinematics and system matrices. IEEE J Ocean Eng 46(3):720–735

    Article  Google Scholar 

  4. Do KD, Jiang ZP, Pan J (2002) Universal controllers for stabilization and tracking of underactuated ships. Syst Control Lett 47:299–317

    Article  MathSciNet  Google Scholar 

  5. Yoo SJ, Park JB, Choi YH (2009) Adaptive dynamic surface control for disturbance attenuation of nonlinear systems. Int J Control Autom Syst 7:882–887

    Article  Google Scholar 

  6. Zhu G, Du J, Kao Y (2018) Command filtered robust adaptive NN control for a class of uncertain strict-feedback nonlinear systems under input saturation. J Franklin Inst 355:7548–7569

    Article  MathSciNet  Google Scholar 

  7. Liu YJ, Wang W (2012) Adaptive output feedback control of uncertain nonlinear systems based on dynamic surface control technique. Int J Robust Nonlinear 22(9):945–958

    Article  MathSciNet  Google Scholar 

  8. Liu Z (2017) Ship adaptive course keeping control with nonlinear disturbance observer. IEEE Access 99(5):17567–17575

    Article  Google Scholar 

  9. Sun L, Zheng Z (2015) Nonlinear adaptive trajectory tracking control for a stratospheric airship with parametric uncertainty. Nonlinear Dyn 82(3):1–12

    Article  MathSciNet  Google Scholar 

  10. Yu C, Xiang X, Lapierre L, Zhang Q (2017) Nonlinear guidance and fuzzy control for three-dimensional path following of an underactuated autonomous underwater vehicle. Ocean Eng 146(1):457–467

    Article  Google Scholar 

  11. Zhu G, Ma Y, Li Z, Malekian R, Sotelo M (2021) Adaptive neural output feedback control for MSVs with predefined performance. IEEE Trans Veh Techonl 70(4):2994–3006

    Article  Google Scholar 

  12. Liang K, Lin X, Chen Y, Li J, Ding F (2020) Adaptive sliding mode output feedback control for dynamic positioning ships with input saturation. Ocean Eng. https://doi.org/10.1016/j.oceaneng.2020.107245

    Article  Google Scholar 

  13. Peng Z, Wang J (2018) Output-feedback path-following control of autonomous underwater vehicles based on an extended state observer and projection neural networks. IEEE Trans Syst Man Cybern-Syst 48(4):535–544

    Article  Google Scholar 

  14. Deng Y, Zhang X (2021) Event-triggered composite adaptive fuzzy output-feedback control for path following of autonomous surface vessels. IEEE Trans Fuzzy Syst 29(9):2701–2713

    Article  Google Scholar 

  15. Doyle JC, Stein G (2007) Robustness with observers. IEEE Trans Autom Control 24(4):607–611

    Article  MathSciNet  Google Scholar 

  16. Ngongi WE, Du JL (2014) A high-gain observer-based pd controller design for dynamic positioning of ships. Appl Mech Mater 490:803–808

    Article  Google Scholar 

  17. Du J, Yang Y, Wang D, Guo C (2013) A robust adaptive neural networks controller for maritime dynamic positioning system. Neurocomputing 110:128–136

    Article  Google Scholar 

  18. Du J, Hu X, Liu H, Chen CLP (2015) Adaptive Robust Output Feedback Control for a Marine Dynamic Positioning System Based on a High-Gain Observer. IEEE Trans Neural Netw Learn Syst 26:1–12

    Article  MathSciNet  Google Scholar 

  19. Tee KP, Ge SS (2006) Control of fully actuated ocean surface vessels using a class of feedforward approximators. IEEE Trans Control Syst Technol 14(4):5640–5647

    Article  Google Scholar 

  20. Do KD, Jiang ZP, Pan J (2005) Global partial-state feedback and output-feedback tracking controllers for underactuated ships. Syst Control Lett 54:1015–1036

    Article  MathSciNet  Google Scholar 

  21. Do KD, Pan J (2004) State- and output-feedback robust path-following controllers for underactuated ships using Serret-Frenet frame. Ocean Eng 31:587–613

    Article  Google Scholar 

  22. Liu L, Wang D, Peng Z (2019) State recovery and disturbance estimation of unmanned surface vehicles based on nonlinear extended state observers. Ocean Eng 171:625–632

    Article  Google Scholar 

  23. Chwa D (2011) Global tracking control of underactuated ships with input and velocity constraints using dynamic surface control method. IEEE Trans Control Syst Technol 19(6):1357–1370

    Article  Google Scholar 

  24. Du J, Hu X, Krstić M, Sun Y (2016) Robust dynamic positioning of ships with disturbances under input saturation. Automatica 73(7):207–214

    Article  MathSciNet  Google Scholar 

  25. Hu Q, Shao X, Zhang Y, Guo L (2018) Nussbaum-type function-based attitude control of spacecraft with actuator saturation. Int J Robust Nonlinear Control 28(1):2927–2949

    Article  MathSciNet  Google Scholar 

  26. Zhu G, Du J (2020) Global robust adaptive trajectory tracking control for surface ships under input saturation. IEEE J Ocean Eng 45(2):442–450

    Article  Google Scholar 

  27. Huang J, Wen C, Wang W, Song YD (2015) Global stable tracking control of underactuated ships with input saturation. Syst Control Lett 85:1–7

    Article  MathSciNet  Google Scholar 

  28. Liu C, Chen CLP, Zou Z, Li T (2017) Adaptive NN-DSC control design for path following of underactuated surface vessels with input saturation. Neurocomputing 267:466–474

    Article  Google Scholar 

  29. Zheng Z, Sun L (2016) Path following control for marine surface vessel with uncertainties and input saturation. Neurocomputing 177:158–167

    Article  Google Scholar 

  30. Fossen TI (2002) Marine Control Systems: Guidance, Navigation, and Control of Ships, Rigs and Underwater vehicles. In: Marine Cybernetics, Trondheim, Norway Number NO 985 195 005 MVA, ISBN: 82 92356 00 2. https://www.marinecybernetics.com

  31. Swaroop D, Hedrick JK, Yip PP, Gerdes JC (2000) Dynamic surface control design for a class of nonlinear systems. IEEE Trans Automat Contr 45(10):1893–1899

    Article  Google Scholar 

  32. Do KD, Jiang ZP, Pan J (2004) Robust adaptive path following of underactuated ships. Automatica 40(6):929–944

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

The authors are really grateful to editors and reviewers for their comments, which improve the quality of this study. This work was supported in part by the National Natural Science Foundation of China under Grant 51809028 and Grant 51879027, in part by China Postdoctoral Science Foundation under Grant 2020M670733, in part by the Doctoral Start-up Foundation of Liaoning Province under Grant 2019-BS-022, and in part by the Fundamental Research Funds for the Central Universities under Grant 3132019318.

Author information

Authors and Affiliations

Authors

Contributions

ZS: Conceptualization, Supervision. AL: Writing - original draft, Writing-review & editing. LL: Resources. HY: Funding acquisition, Writing-review & editing.

Corresponding author

Correspondence to Zhipeng Shen.

Ethics declarations

Conflict of interest

The authors declare that they have no personal competition or interest relationship that could have influenced the work reported in this paper.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shen, Z., Li, A., Li, L. et al. Nonlinear observer-based adaptive output feedback tracking control of underactuated ships with input saturation. J Mar Sci Technol 27, 1015–1030 (2022). https://doi.org/10.1007/s00773-022-00890-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00773-022-00890-w

Keywords

Navigation