ABSTRACT

Traditional control theory is concerned with the design of linear feedback control with desirable asymptotic behavior, such as stability and small steady-state and tracking errors, while properties of transient behavior are expressed in terms of overshoot and speed of response. External disturbances can be handled by modeling these as random processes, leading to the Linear Quadratic Gaussian (LQG) problem formulation. This theory has some limitations.