Controller switching based on output predictions

We analyse a switching control system for controlling a plant with unknown parameters so that the output asymptotically tracks a reference signal. The controller is selected on-line from a given set of controllers according t o a switching rule based on output prediction errors. We provide sufficient conditions under which the switched closed loop control system is exponent ially stable and asymptotically achieves good tracking control even if the switching does not stop.