Introduction to Nonlinear Control

Stability, Control Design, and Estimation

Christopher M. Kellett and Philipp Braun

Content

  • Dynamical Systems
    • Nonlinear Systems — Fundamentals and Examples
    • Nonlinear Systems — Stability Notions
    • Linear Systems and Linearization
    • Frequency Domain Analysis
    • Discrete Time Systems
    • Absolute Stability
    • Input-to-State Stability
  • Controller Design
    • LMI-Based Controller and Antiwindup Designs
    • Control Lyapunov Functions
    • Sliding Mode Control
    • Adaptive Control
    • Introduction to Differential Geometric Methods
    • Output Regulation
    • Optimal Control
    • Model Predictive Control
  • Observer Design and Estimation
    • Observer Design for Linear Systems
    • Extended and Unscented Kalman Filter and Moving Horizon Estimation
    • Observer Designs for Nonlinear Systems

Link to the Publisher

https://press.princeton.edu/books/hardcover/9780691240480/introduction-to-nonlinear-control

Errata

Motivational Slides for each chapter:

A Run Through Selected Chapters

Motivation (Slides) (Recording)

Dynamical Systems

Controller Design

Observer Design and Estimation

  • Observer Design for Linear Systems (Slides) (Recording)
  • Extended and Unscented Kalman Filter and Moving Horizon Estimation (Slides) (Recording)
  • Observer Designs for Nonlinear Systems (Slides) (Recording)