Exponential convergence and persistent excitation
Brian D. O. Anderson · 1982
The notion of robustness of an adaptive algorithm is discussed. A number of simple examples are given of adaptive algorithms behaving in a nonrobust manner, and then conditions for robustness are presented which demand use of persistently exciting signals.