Title :
The difference periodic Ricati equation for the periodic prediction problem
Author :
Bittanti, Sergio ; Colaneri, Patrizio ; De Nicolao, Giuseppe
Author_Institution :
Politecnico di Milano, Italy
fDate :
8/1/1988 12:00:00 AM
Abstract :
Gives a comprehensive treatment of several important aspects of the discrete-time periodic Riccati equation (DPRE) arising from the prediction problem for linear discrete-time periodic systems. The authors analyze the symmetric periodic positive semidefinite (SPPS) solution of the DPRE under appropriate assumptions of stabilizability and detectability of the periodic system. Among the results obtained are necessary and sufficient conditions for the existence and uniqueness of the SPPS solution and the stability of the resulting closed-loop system. Some of these results can be seen as extensions of the corresponding results for the time-invariant case; however, a number of them contain contributions to the time-invariant case as well. The paper also gives a numerical algorithm based on an iterative linearization procedure for computing the SPPS solution. The algorithm is a periodic version of Kleinman´s algorithm for the time-invariant case
Keywords :
closed loop systems; difference equations; discrete time systems; filtering and prediction theory; iterative methods; linear systems; stability; time-varying systems; closed-loop system; detectability; discrete time systems; discrete-time periodic Riccati equation; linear systems; periodic systems; stabilizability; symmetric periodic positive semidefinite; time varying systems; Control systems; Control theory; Difference equations; Filtering theory; Linear systems; Nonlinear filters; Power engineering and energy; Riccati equations; Solids; Time varying systems;
Journal_Title :
Automatic Control, IEEE Transactions on