Title :
A new approach to certain problems of identification and control
Author_Institution :
New York University, Bronx, NY, USA
fDate :
8/1/1970 12:00:00 AM
Abstract :
Conditions are established under which a problem of simultaneous identification and control may be treated by solving two separate problems: one an estimation problem on the set of unknown parameters of the plant as well as its external disturbances, and the other a control problem. This property is referred to as a separation and, when it is applicable, solutions can be readily obtained. An example is presented to illustrate how the property may be applied to specific problems.
Keywords :
System identification; Control theory; Cost function; Decision theory; Dynamic programming; Equations; Kalman filters; Optimal control; Stochastic processes; Sufficient conditions; Yield estimation;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1970.1099534