Negin Musavi

Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees

This paper focuses on the system identification of an important class of nonlinear systems: nonlinear systems that are linearly parameterized, which enjoy wide applications in robotics and other mechanical systems. We consider two system identification methods: least-squares estimation (LSE), which…