LQG control under input variance constraint

In this paper, a variance-constrained LQG control is considered for a plant given by discrete-time ARMAX model. The minimization of constrained quadratic cost is approached by Kalman filter and output feedback methods. The obtained optimization algorithms are simulated for second-order plant model and different constraints.