Duality of linear estimation and control

The concept of duality in mathematical programming is utilized to define a generalized duality principle between linear, minimum-variance estimation and fixed-time, linear-quadratic regulator problems which provides a mathematical basis for the duality noted by Kalman as a special case. This generalized duality is then used with results in colored-noise filtering to specify the solution to a class of singular regulator problems.