Prediction of discrete-time signals via adaptive estimation

This paper considers prediction problems for discrete-time signals. We introduce a virtual system that generates the signals to be predicted. The prediction problem is reduced to an estimation problem for the dynamics of the virtual system. In order to estimate the dynamics, an adaptive scheme is introduced. The scheme estimates the state and some parameters of the virtual system from the discrete-time signals.