A finite-sample bound for identifying partially observed linear switched systems from a single trajectory

Daniel Racz, Mihaly Petreczky, Balint Daroczy

We derive a finite-sample probabilistic bound on the parameter estimation error of a system identification algorithm for Linear Switched Systems. The algorithm estimates Markov par…