Skip to main content
Log in

H and Robust Control of 2-D Systems in FM Second Model

  • Published:
Multidimensional Systems and Signal Processing Aims and scope Submit manuscript

Abstract

This paper deals with output feedback stabilization and H control problems for two-dimensional (2-D) discrete linear systems without or with parameter uncertainty. The class of systems under investigation is described by the 2-D local state space Fornasini-Marchesini second model. We aim at designing a dynamical output feedback controller to achieve asymptotic stability and H performance for the 2-D system. It is shown that the design of output feedback controller can be recast into a convex optimization problem characterized by linear matrix inequalities (LMIs). The LMI solution is further extended to solve the robust stabilization problem for 2-D systems subject to norm-bounded uncertainty. The solutions for the H control and robust stabilization are applied to two application examples: thermal process control and robust stabilization of processes in Darboux equation.

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.

Institutional subscriptions

Similar content being viewed by others

References

  1. M. Bisiacco, ''State and Output Feedback Stabilizability of 2-D Systems,'' IEEE Transactions on Circuits and Systems, vol. 32, 1985, pp. 1246–1254.

    Google Scholar 

  2. M. Bisiacco, ''New Results in 2D Optimal Control Theory,'' Multidimensional Systems and Signal Processing, vol. 6, 1995, pp. 189–222.

    Google Scholar 

  3. C. Du, L. Xie, and C. Zhang, ''H Control and Robust Stabilization of Two-Dimensional Systems in Roesser Models,'' Automatica, in press.

  4. C. Du, L. Xie, and C. Zhang, ''Solutions for H Filtering of Two-Dimensional Systems,'' Multidimensional Systems and Signal Processing, vol. 11, 2000, pp. 301–320.

    Google Scholar 

  5. C. Du, L. Xie, and Y.C. Soh, ''H Filtering of 2-D Discrete Systems'', IEEE Trans. Signal Processing, vol. 48, no. 6, 2000, pp. 1760–1768.

    Google Scholar 

  6. J.C. Doyle, ''Guaranteed Margins for LQG Regulators,'' IEEE Trans. Automatic Control, vol. 26, no. 4, 1978, pp. 756–757.

    Google Scholar 

  7. E. Fornasini and G. Marchesini, ''Doubly Indexed Dynamical Systems: State-space Models and Structural Properties,'' Math. Syst. Theory, vol. 12, 1978, pp. 59–72.

    Google Scholar 

  8. K. Grigoriadis and R. Skelton, ''Low-order Control Design for LMI Problems Using Alternating Projection,'' Automatica, vol. 32, no. 8, 1996, pp. 1117–1125.

    Google Scholar 

  9. C. Scherer, P. Gahinet, and M. Chilali, ''Multiobjective Output-feedback Control via LMI Optimization,'' IEEE Trans. Automatic Control, vol. 42, 1997, pp. 896–911.

    Google Scholar 

  10. P. Gahinet, A. Nemirovski, A.J. Laub, and M. Chilali, LMI Control Toolbox-for Use with Matlab, The MATH Works Inc., 1995.

  11. W.S. Lu and E.B. Lee, ''Stability Analysis for Two-dimensional Systems via a Lyapunov Approach,'' IEEE Trans. Circuits Syst., vol. 32, 1985, pp. 61–68.

    Google Scholar 

  12. W.S. Lu, ''On a Lyapunov Approach to Stability Analysis of 2-D Digital Filters,'' IEEE Trans. Cir. Syst.-I, vol. 41, no. 10, 1994, pp. 665–669.

    Google Scholar 

  13. T. Hinamoto, ''2-D Lyapunov Equation and Filter Design based on the Fornasini-Marchesini Second Model,'' IEEE Trans. Circuits and Systems-I, vol. 40, no. 2, 1993, pp. 102–109.

    Google Scholar 

  14. T. Kaczorek, Two-Dimensional Linear Systems, Springer-Verlag, 1985.

  15. W.S. Lu and A. Antoniou, Two-Dimensional Digital Filters, New York: Marcel Dekker, 1992.

    Google Scholar 

  16. W. Marszalek, ''Two-Dimensional State-Space Discrete Models for Hyperbolic Partial Differential Equations,'' Applied Mathematical Modeling, vol. 8, 1984, pp. 11–14.

    Google Scholar 

  17. M.G. Safonov, D.J.N. Limebeer, and K.Y. Chiang, ''Simplifying the H Theory via Loop-shifting, Matrixpencil and Descriptor Concepts,'' Int. J. Control, vol. 50, no. 6, 1989, pp. 2467–2488.

    Google Scholar 

  18. M. Šebek and F.J. Kraus, ''Stochastic LQ-Optimal Control for 2-D Systems,'' Multidimensional Systems and Signal Processing, vol. 6, 1995, pp. 275–285.

    Google Scholar 

  19. M. Šebek, ''H Problem of 2-D Systems,'' European Control Conference'93, 1993, pp. 1476–1479.

  20. C. Xiao, D.J. Hill, and P. Agathoklis, ''Stability and the Lyapunov Equation for n-Dimensional Digital Systems,'' IEEE Trans. Circuits and Systems-I, vol. 44, 1997, pp. 614–621.

    Google Scholar 

  21. L. Xie, M. Fu, and C. E. de Souza, ''H Control and Quadratic Stabilization of Systems with Parameter Uncertainty,'' IEEE Trans. Automat. Control, vol. 38, no. 8, 1992, pp. 1253–1256.

    Google Scholar 

  22. L. Xie, ''Output Feedback H Control of Systems with Parameter Uncertainty,'' Int. J. Contr., vol. 63, no. 4, 1996, pp. 741–750.

    Google Scholar 

  23. L. Xie and Y.C. Soh, ''Guaranteed Cost Control of Uncertain Discrete-time Systems,'' Control Theory and Advanced Technology, vol. 10, no. 4, 1995, pp. 1235–1251.

    Google Scholar 

  24. L. Xu, O. Saito, and K. Abe, ''Output Feedback Stabilizability and Stabilization Algorithms for 2D Systems,'' Multidimensional Systems and Signal Processing, vol. 5, 1994, pp. 41–60.

    Google Scholar 

  25. K. Zhou, J.C. Doyle, and K. Glover, Robust and Optimal Control, New Jersey: Prentice Hall, 1996.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Xie, L., Du, C., Soh, Y.C. et al. H and Robust Control of 2-D Systems in FM Second Model. Multidimensional Systems and Signal Processing 13, 265–287 (2002). https://doi.org/10.1023/A:1015808429836

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1015808429836

Navigation