Online Identification of Time-Varying Systems Using Excitation Sets and Change Point Detection

Chi Ho Leung, Ashish R. Hota, Philip E. Paré

In this work, we first show that the problem of parameter identification is often ill-conditioned and lacks the persistence of excitation required for the convergence of online lea…