Design of one-step-ahead prediction observers for system parameter identification

A unifying one-step-ahead prediction observer (identifier) for system parameter estimation or identification of autoregressive moving average (ARMA) processes has been developed. Four specific algorithms can be derived from the unifying algorithm. The properties of the four algorithms developed will be investigated.