Reach-Stabilize Control of Control-Affine Systems with Unknown Affine Parameters
The paper introduces a method to ensure safe set recovery and convergence to a goal point for control-affine systems with unknown parametric uncertainties, even without needing persistence of excitation. It achieves this by combining an online parameter estimator with a computable error bound to adapt the control strategy, guaranteeing safety properties hold despite model inaccuracies.