Observer-Augmented Generalised Predictive Controller

One of the main drawbacks of the generalised predictive control (GPC) is the requirement that the states of the system are available. Since this requirement may be quite restrictive in applications, it is desirable to be able to derive, at least, estimates of the states using an observer (Ricker, 1990; Yoon and Clarke, 1995).