It has been shown by Judd and Smith that it is impossible to determine the state of a nonlinear dynamical system from noisy observations of the system, even with perfect knowledge of the system dynamics and unlimited prior observation. There is always a set of states indistinguishable from the true state. However, a new, simple method to assimilate data into a model and estimate the state is su...
