Parameter Estimation for Hybrid Dynamical Systems using Hybrid Gradient Descent

We consider the problem of estimating a vector of unknown constant parameters for a hybrid system whose flow and jump dynamics are affine in the unknown parameter. Using a hybrid systems framework, a hybrid algorithm is proposed and sufficient conditions are established to guarantee exponential stability of the parameter estimate. Examples are provided showing the merits of the proposed approach.