ECE 517

ECE 517 - Nonlinear & Adaptive Control

Fall 2021

TitleRubricSectionCRNTypeHoursTimesDaysLocationInstructor
Nonlinear & Adaptive ControlECE517ONL75736OD41400 - 1520 T R    Daniel M Liberzon
Nonlinear & Adaptive ControlECE517P30430DIS41400 - 1520 T R  2017 Electrical & Computer Eng Bldg Daniel M Liberzon

Official Description

Design of nonlinear control systems based on stability considerations; Lyapunov and hyperstability approaches to analysis and design of model reference adaptive systems; identifiers, observers, and controllers for unknown plants. Course Information: Prerequisite: ECE 515.

Subject Area

  • Control Systems

Course Director

Description

Studies design of nonlinear control systems based on stability considerations; examines Lyapunov and hyperstability approaches to analysis and design of model reference adaptive systems; identifiers, observers, and controllers for unknown plants.

Topics

  • Lyapunov Stability and Boundedness
  • Identification and Parameter Estimation
  • Bayesian and Non-Bayesian Adaptive Control
  • Gradient and Least Squares Schemes
  • Direct and Indirect Adaptive Control
  • Self Tuning Regulators, Model Reference and Pole Placement Algorithms
  • Convergence, Stability and Robustness Properties

Detailed Description and Outline

Topics:

  • Lyapunov Stability and Boundedness
  • Identification and Parameter Estimation
  • Bayesian and Non-Bayesian Adaptive Control
  • Gradient and Least Squares Schemes
  • Direct and Indirect Adaptive Control
  • Self Tuning Regulators, Model Reference and Pole Placement Algorithms
  • Convergence, Stability and Robustness Properties

Texts

K. Astrom and B. Wittenmark, Adaptive Control, 2nd ed., Addison-Wesley.

Last updated

2/13/2013