ADAPTIVE FUZZY OBSERVER FOR UNCERTAIN NONLINEAR SYSTEMS

Abdesselem Boulkroune, Mohamed Tadjine, Mohammed M’saad, and Mondher Farza

References

  1. [1] P.A. Ioannou & J. Sun, Robust Adaptive Control (Englewood Cliffs, NJ: Prentice-Hall, 1996).
  2. [2] G. Bastin & M.R. Gevers, Stable adaptive observers for nonlinear time-varying systems, IEEE Transactions on Automatic Control, 33, 1988, 650–658.
  3. [3] R. Morino, Observers for single output nonlinear systems, IEEE Transactions on Automatic Control, 35, 1990, 1054–1058.
  4. [4] R. Morino & P. Tomie, Global adaptive observers for nonlinear systems via filtered transformations, IEEE Transactions on Automatic Control, 37, 1992, 1239–1245.
  5. [5] R. Morino & P. Tomie, Adaptive observers with arbitrary exponential rate of convergence for nonlinear systems via filtered transformations, IEEE Transactions on Automatic Control, 40, 1995, 1300–1304.
  6. [6] R. Rajamani & K. Hedrick, Adaptive observer for active automotive suspensions: Theory and experiment, IEEE Transactions Control System Technology, 3, 1995, 86–93.
  7. [7] Y. Man Cho & R. Rajamani, A systematic approach to adaptive observer synthesis for nonlinear systems, IEEE Transactions on Automatic Control, 42, 1997, 534–537.
  8. [8] Y.G. Leu, T.T. Lee, & W.Y. Wang, Observer-based adaptive fuzzy-neural control for unknown nonlinear dynamical systems, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 29, 1999, 583–591.
  9. [9] Y.H. Kim, F.L. Lewis, & C.T. Abdallah, A dynamic recurrent neural-network-based adaptive observer for a class of nonlinear systems, Automatica, 33(8), 1997, 1539–1543.
  10. [10] J.H. Park, G.T. Park, S.H. Kim, & C.J. Moon, Output feedback control of uncertain nonlinear systems using a self-structuring adaptive fuzzy observer, Fuzzy Sets and System, 151, 2005, 21–42.
  11. [11] J.H. Park & G.-T. Park, Adaptive fuzzy observer with minimal dynamic order for uncertain nonlinear systems, IEE Proceedings Control Theory and Applications, 150(2), 2003, 189–197.
  12. [12] L.X. Wang, Adaptive Fuzzy Systems and Control: Design and Stability Analysis (Englewood Cliffs, NJ: Prentice-Hall, 1994).
  13. [13] J.L. Castro, Fuzzy logic controllers are universal approximators, IEEE Transactions on Systems, Man, and Cybernetics, 25 (4), 1995, 629–635.
  14. [14] K. Hornik, Multilayer feedforward networks are universal approximators, Neural Networks, 2, 1989, 359–366.
  15. [15] M. Farza, M. Msaad, & M. Sekher, A set of observers for a class of nonlinear systems, Proceedings of IFAC Word Congress, Prague, Czech Republic, 2005.
  16. [16] M. Farza & M. M’saad, Observer design for a class of MIMO nonlinear, Automatica, 40, 2004, 135–143.
  17. [17] A. Boulkroune, M. Tadjine, M. M’saad, & M. Farza, How to design a fuzzy adaptive control based on observers for uncertain affine nonlinear systems, Fuzzy Sets and Systems, 159, 2008, 926–948.
  18. [18] A. Boulkroune, M. Tadjine, M. Msaad, & M. Farza, Adaptive fuzzy controller for non-affine systems with zero dynamics, International Journal of Systems Science, 40 (4), 2009, 367– 382.
  19. [19] M.P.R.V. Rao & W. Fiessenger, A new adaptive law for robust adaptive control, IEE Electronic Letters, 30, 1994, 531–532.

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