Coursera
Free Online Course (Audit)
English
Paid Certificate Available
4 weeks long, 31 hours worth of material
selfpaced
Overview
Class Central Tips
This course trains you in the skills needed to program specific orientation and achieve precise aiming goals for spacecraft moving through three dimensional space. First, we cover stability definitions of nonlinear dynamical systems, covering the difference between local and global stability. We then analyze and apply Lyapunov's Direct Method to prove these stability properties, and develop a nonlinear 3-axis attitude pointing control law using Lyapunov theory. Finally, we look at alternate feedback control laws and closed loop dynamics.
After this course, you will be able to...
* Differentiate between a range of nonlinear stability concepts
* Apply Lyapunov’s direct method to argue stability and convergence on a range of dynamical systems
* Develop rate and attitude error measures for a 3-axis attitude control using Lyapunov theory
* Analyze rigid body control convergence with unmodeled torque
After this course, you will be able to...
* Differentiate between a range of nonlinear stability concepts
* Apply Lyapunov’s direct method to argue stability and convergence on a range of dynamical systems
* Develop rate and attitude error measures for a 3-axis attitude control using Lyapunov theory
* Analyze rigid body control convergence with unmodeled torque
- Nonlinear Stability Definitions
- Discusses stability definitions of nonlinear dynamical systems, and compares to the classical linear stability definitions.The difference between local and global stability is covered.
- Overview of Lyapunov Stability Theory
- Lyapunov's direct method is employed to prove these stability properties for a nonlinear system and prove stability and convergence.The possible function definiteness is introduced which forms the building block of Lyapunov's direct method.Convenient prototype Lyapunov candidate functions are presented for rate- and state-error measures.
- Attitude Control of States and Rates
- A nonlinear 3-axis attitude pointing control law is developed and its stability is analyized using Lyapunov theory.Convergence is discussed considering both modeled and unmodeled torques. The control gain selection is presented using the convenient linearized closed loop dynamics.
- Alternate Attitude Control Formulations
- Alternate feedback control laws are formulated where actuator saturation is considered.Further, a control law is presented that perfectly linearizes the closed loop dynamics in terms of quaternions and MRPs.Finally, the 3-axis Lyapunov attitude control is developed for a spacecraft with a cluster of N reaction wheel control devices.
Syllabus
- Nonlinear Stability Definitions
- Discusses stability definitions of nonlinear dynamical systems, and compares to the classical linear stability definitions.The difference between local and global stability is covered.
- Overview of Lyapunov Stability Theory
- Lyapunov's direct method is employed to prove these stability properties for a nonlinear system and prove stability and convergence.The possible function definiteness is introduced which forms the building block of Lyapunov's direct method.Convenient prototype Lyapunov candidate functions are presented for rate- and state-error measures.
- Attitude Control of States and Rates
- A nonlinear 3-axis attitude pointing control law is developed and its stability is analyized using Lyapunov theory.Convergence is discussed considering both modeled and unmodeled torques. The control gain selection is presented using the convenient linearized closed loop dynamics.
- Alternate Attitude Control Formulations
- Alternate feedback control laws are formulated where actuator saturation is considered.Further, a control law is presented that perfectly linearizes the closed loop dynamics in terms of quaternions and MRPs.Finally, the 3-axis Lyapunov attitude control is developed for a spacecraft with a cluster of N reaction wheel control devices.
Taught by
Hanspeter Schaub
