A discrete adaptive observer and identifier with arbitrarily fast rate of convergence

A new arbitrarily fast discrete identifer which uses multiple output errors is introduced. This identifier is then used to design an adaptive observer for single-input-single-output linear discrete systems. It is shown that the schemes are globally asymptotically stable and have arbitrarily fast rate of convergence.