Separation theorem for linearly constrained LQG optimal control - a continuous time case

We solve the linearly constrained linear-quadratic (LQ) and linear-quadratic-Gaussian (LQG) optimal control problems. Closed form expressions of the optimal controls are derived, and the separation theorem is generalized.