Autonomous Flight Systems Laboratory

Dynamics and Controls Projects

Nonlinear Adaptive ControlNon-linear Adaptive Control

This research focuses on the use of a direct Neural Network based adaptive control architecture that compensates for unknown plant nonlinearities in a feedback linearizing control framework. We analyze the system performance and stability based on Lyapunov theory. Robustness to actuator dynamics is a topic of interest.