Title :
Computation of Kalman decompositions of periodic systems
Author_Institution :
German Aerospace Center, DLR - Oberpfaffenhofen, Institute of Robotics and System Dynamics, D-82234 Wessling, Germany
Abstract :
We consider the numerically reliable computation of reachability and observability Kalman decompositions of a periodic system with time-varying dimensions. These decompositions generalize the controllability/observability Kalman decompositions for standard state space systems and have immediate applications in the structural analysis of periodic systems. We propose a structure exploiting numerical algorithm to compute the periodic controllability form by employing exclusively orthogonal similarity transformations. The new algorithm is computationally efficient and strongly backward stable, thus fulfils all requirements for a satisfactory algorithm for periodic systems.
Keywords :
Controllability; Kalman filters; Matrix decomposition; Observability; Reliability; Standards; Time-varying systems; Kalman decomposition; Periodic systems; discrete-time systems; numerical methods; time-varying systems;
Conference_Titel :
European Control Conference (ECC), 2003
Conference_Location :
Cambridge, UK
Print_ISBN :
978-3-9524173-7-9