where \(v_{k}\), \(\xi_{k}\) and \(\eta_{k}\) are the independent white noise for the state-transition equation; \(v_{k}\), \(\xi_{k}\) and\(\eta_{k}\) are all the Gaussian distribution with zero mean.
The measurement equation is as follow: