Introduction; Models for dynamic systems: State-space models, Input-output models, Parametric models; Stability: Input-output stability, Lyapunov stability, Stability of LTI feedback systems; Online parameter estimation: Adaptive laws with normalization, Adaptive laws with projection, Hybrid adaptive laws; Parametric identifiers and adaptive observers; Model reference adaptive control (MRAC): Simple direct MRAC schemes, MRAC for SISO plants, Direct MRAC with unnormalized and normalized adaptive laws, Indirect MRAC; Adaptive pole placement control (APPC): Simple APPC schemes, PPC for known parameters, Indirect APPC schemes; Robust adaptive laws: Plant uncertainties and robust control, Instability in adaptive systems; Some robust adaptive laws; Robust adaptive control schemes: Robust identifiers and adaptive observers, Robust MRAC, Performance improvement of MRAC, Robust APPC schemes
Prerequisites: None
Texts/References Books:
- P. A. Ioannou and J. Sun, ‘Robust Adaptive Control’, Prentice Hall, Upper Saddle River, NJ, 1996
- S. Sastry and M. Bodson, ‘Adaptive Control’, Prentice-Hall, 1989
- K. J. Astrom and B. Wittenmark, ‘Adaptive Control’, 2nd Edition, Addison-Wesley, 1995
- K. S. Narendra and A. M. Annaswamy, ‘Stable Adaptive Systems’, Prentice-Hall, 1989
- I.D. Landau, R. Lozano, and M. M'Saad, ‘Adaptive Control’, Springer Verlag, London, 1998.
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