Title :
On a general optimal algorithm for multirate output feedback controllers for linear stochastic periodic systems
Author :
Yen, Nie-Zen ; Wu, Yung-Chun
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
6/1/1993 12:00:00 AM
Abstract :
A modified optimal algorithm for multirate output feedback controllers of linear stochastic periodic systems is developed. By combining the discrete-time linear quadratic regulation (LQR) control problem and the discrete-time stochastic linear quadratic regulation (SLQR) control problem to obtain an extended linear quadratic regulation (ELQR) control problem, one derives a general optimal algorithm to balance the advantages of the optimal transient response of the LQR control problem and the optimal steady-state regulation of the SLQR control problem. In general, the solution of this algorithm is obtained by solving a set of coupled matrix equations. Special cases for which the coupled matrix equations can be reduced to a discrete-time algebraic Riccati equation are discussed. A reducable case is the optimal algorithm derived by H.M. Al-Rahmani and G.F. Franklin (1990), where the system has complete state information and the discrete-time quadratic performance index is transformed from a continuous-time one
Keywords :
discrete time systems; feedback; matrix algebra; optimal control; performance index; stochastic systems; algebraic Riccati equation; coupled matrix equations; discrete-time linear quadratic regulation; linear stochastic periodic systems; multirate output feedback controllers; optimal control; quadratic performance index; transient response; Control systems; Linear feedback control systems; Optimal control; Output feedback; Performance analysis; Riccati equations; Steady-state; Stochastic processes; Stochastic systems; Transient response;
Journal_Title :
Automatic Control, IEEE Transactions on