TK 8104 Adaptive Control – Spring 2007, 2009

 

Instructor:

Professor Thor I. Fossen

 

E-mail:  

thor.fossen[@]ntnu.no

 


Day xx:15-xx:00
Room xxx, Elektro


Course Description: Methods and theory for adaptive and nonlinear control of dynamic systems. Robust adaptive control including model reference adaptive control (MRAC), adaptive pole placement, adaptive state estimators, on-line parameter estimators and stability analysis. Adaptive control of nonlinear systems with parametric uncertainty and bounded disturbances. Off-line methods for recursive parameter estimation and self-tuning adaptive control. 

Adaptive backstepping, stabilization of cascaded nonlinear systems, and design methods for modular and passive control of higher order systems. Stability and convergence in nonlinear adaptive systems, dynamic feedback control, analysis of finite escape time problems, adaptive feedback linearization and output feedback control.

Course Plan

News

Prerequisites: Course TTK4150 Nonlinear Control Systems or equivalent background. The course is intended for PhD students but it is also open for Master students.

Text: 

  • Ioannou P. and J. Sun (1996). Robust Adaptive Control, Prentice Hall, Inc. (out of print in 2003), electronic copy available at
    http://www-rcf.usc.edu/~ioannou/Robust_Adaptive_Control.htm
  • Krstic, Kanellakopoulos and Kokotovic (1995). Nonlinear & Adaptive Control Design, John Wiley & Sons Ltd.

Reading List for Final Exam

  • Ioannou P. and J. Sun (1996).
    Chapters: 1.1-1.3, 2.1-2.4, 3.1-3.6, 4.1-4.5, 5.1-5.5, 6.1-6.6, 7.1-7.4
  • Krstic, Kanellakopoulos and Kokotovic (1995).
    Chapters: 3 and 4.

 


Editor: Thor I. Fossen                  E-mail: thor.fossen[@]ntnu.no               Last Updated: 07-sep-05