Lauren Conger

Learning the Uncertainty Sets of Linear Control Systems via Set Membership: A Non-asymptotic Analysis

This paper studies uncertainty set estimation for unknown linear systems. Uncertainty sets are crucial for the quality of robust control since they directly influence the conservativeness of the control design. Departing from the confidence region analysis of least squares estimation, this paper foc…