Skip to main content
Log in

On the convergence of successive Galerkin approximation for nonlinear output feedback H  control

  • Original Paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

Although the formulation of the nonlinear theory of H  control has been well developed, solving the Hamilton–Jacobi–Isaacs equation remains a challenge and is the major bottleneck for practical application of the theory. Several numerical methods have been proposed for its solution. In this paper, results on convergence and stability for a successive Galerkin approximation approach for nonlinear H  control via output feedback are presented. An example is presented illustrating the application of the algorithm.

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.

Similar content being viewed by others

References

  1. Isidori, A., Astolfi, A.: Disturbance attenuation and H  control via measurement feedback in nonlinear systems. IEEE Trans. Autom. Control 37(9), 553–574 (1992)

    Article  MathSciNet  Google Scholar 

  2. Ball, J.A., Helton, J.W., Walker, M.L.: H  control for nonlinear systems with output feedback. IEEE Trans. Autom. Control 37(4), 546–559 (1993)

    Article  MathSciNet  Google Scholar 

  3. van der Schaft, A.J.: Nonlinear state space H  control theory. In: Trentelman, H.L., Willems, J.C. (eds.) Essays on Control: Perspectives in the Theory and Its Applications, pp. 153–190. Birkhäuser, Boston (1993)

    Google Scholar 

  4. Isidori, A., Kang, W.: H  control via measurement feedback for general nonlinear systems. IEEE Trans. Autom. Control 40(3), 466–472 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  5. van der Schaft, A.J.: L 2-Gain and Passivity Techniques in Nonlinear Control, 2nd edn. Springer, London (1999)

    Google Scholar 

  6. Huang, J., Lin, C.-F.: Numerical approach to computing nonlinear H  control laws. J. Guid. Control Dyn. 18(5), 989–994 (1995)

    Article  MATH  Google Scholar 

  7. Beard, R.W., McLain, T.W.: Successive Galerkin approximation algorithms for nonlinear optimal and robust control. Int. J. Control 71(5), 717–743 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  8. Abu-Khalaf, M., Lewis, F.L., Huang, J.: Policy iterations on the Hamilton–Jacobi–Isaacs equation for H  state feedback control with input saturation. IEEE Trans. Autom. Control 51(12), 1989–1995 (2006)

    Article  MathSciNet  Google Scholar 

  9. Abu-Khalaf, M., Lewis, F.L.: Neuro dynamic programming and zero-sum games for constrained control systems. IEEE Trans. Neural Networks 19(7), 1243–1252 (2008)

    Article  Google Scholar 

  10. Wise, K.A., Sedwick, J.L.: Successive approximation solution of the HJI equation. In: Proceedings of the 33rd IEEE Conference on Decision and Control, pp. 1387–1391. Orlando, FL (1994)

  11. Lu, W.-M., Doyle, J.C.: H  control of nonlinear systems: a convex characterization. IEEE Trans. Autom. Control 40(9), 1668–1675 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  12. Aliyu, M.D.S.: An approach for solving the Hamilton–Jacobi–Isaacs equation (HJIE) in nonlinear H  control. Automatica 39(5), 877–884 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  13. Feng, Y., Rotkowitz, B.D.O., Anderson, M.: A game theoretic algorithm to compute local stabilizing solutions to HJBI equations in nonlinear H  control. Automatica 45(4), 881–888 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  14. Kim, Y.-J., Lim, M.-T.: H  control for singularly perturbed bilinear systems with parameter uncertainties using successive Galerkin approximation. In: Proceedings of the 17th IFAC Triennial World Congress, pp. 206–211. Seoul, Korea (2008)

  15. Ferreira, H.C., Rocha, P.H., Sales, R.M.: Galerkin method and weighting functions applied to nonlinear H  control with output feedback. J. Vib. Control (2009, accepted)

  16. Beard, R.W., Saridis, G.N., Wen, J.T.: Galerkin approximations of generalized Hamilton-Jacobi-Bellman equation. Automatica 33(12), 2159–2177 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  17. Beard, R.W., Saridis, G.N., Wen, J.T.: Approximate solutions to the time-invariant Hamilton-Jacobi-Bellman equation. J. Optim. Theor. Appl. 96(3), 589–626 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  18. Isidori, A.: H  control via measurement feedback for affine nonlinear systems. Int. J. Robust Nonlinear Control 4(4), 553–574 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  19. Berman, N., Shaked, U.: H  control for non-linear stochastic systems: the output-feedback case. Int. J. Control 81(11), 1733–1746 (2008)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Henrique C. Ferreira.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ferreira, H.C., Rocha, P.H. & Sales, R.M. On the convergence of successive Galerkin approximation for nonlinear output feedback H  control. Nonlinear Dyn 60, 651–660 (2010). https://doi.org/10.1007/s11071-009-9622-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-009-9622-9

Navigation