A general algorithm for identification of rapidly time-varying systems

A general algorithm for identification of deterministic rapidly time-varying parameters is introduced. The new algorithm is based upon applying a linear combination of the equations determined by the ordinary least-squares method. With this algorithm there is no need to modify the covariance matrix or to use forgetting factors in order to accurately follow the time-varying parameters.