Title :
Optimal reduced-order solution of the weakly coupled discrete Riccati equation
Author :
Shen, Xue-min ; Gagic, Z.
Author_Institution :
Dept. of Electr. & Comput. Eng., Rutgers Univ., Piscataway, NJ, USA
fDate :
10/1/1990 12:00:00 AM
Abstract :
The optimal solution of the weakly coupled algebraic discrete Riccati equation is obtained in terms of a reduced-order continuous-type algebraic Riccati equation via the use of a bilinear transformation. The proposed method has a rate of convergence of O(ε2 ) where ε represents a small coupling parameter. A real-world physical example (a chemical plant model) demonstrates the efficiency of the proposed method. Simulation results obtained using a package for a computer-aided control system are presented. For this specific real-world example, the algorithm perfectly matches the presented theory, since convergence, with an accuracy of 10-4, is achieved after nine iterations (i.e., 0.6818=10-4)
Keywords :
convergence of numerical methods; discrete systems; matrix algebra; bilinear transformation; convergence rate; discrete system; optimal reduced order solution; weakly coupled discrete Riccati equation; Automatic control; Circuits; Control systems; Eigenvalues and eigenfunctions; Feedback; Frequency; Geometry; Observability; Riccati equations; Signal processing;
Journal_Title :
Automatic Control, IEEE Transactions on