C. A. Hirst

Learning-Enhanced Model Predictive Control for Fixed-Wing Small Uncrewed Aircraft Systems Path-Following

This paper presents a learning-enhanced nonlinear model predictive control approach for 3-D path-following guidance of a fixed-wing small uncrewed aircraft system along with flight test evaluation. A generic framework is introduced that leverages learned meta-level policies for dynamically adjusting inputs to an underl...