Non-asymptotic Closed-Loop System Identification using Autoregressive Processes and Hankel Model Reduction

Bruce Lee, Andrew Lamperski

One of the primary challenges of system identification is determining how much data is necessary to adequately fit a model. Non-asymptotic characterizations of the performance of s…