Title :
Explicit expressions for the ℋ2 norm of time-delay systems based on the delay Lyapunov equation
Author :
Jarlebring, Elias ; Vanbiervliet, Joris ; Michiels, Wim
Author_Institution :
Dept. of Comput. Sci., Katholieke Univ. Leuven, Leuven, Belgium
Abstract :
It is widely known that the solutions of Lyapunov equations can be used to compute the ℋ2 norm of linear time-invariant (LTI) dynamical systems. In this paper, we show how this theory extends to dynamical systems with delays. We establish, in the main result, that the ℋ2 norm can be computed from the solution of a generalization of the Lyapunov equation, which is known as the delay Lyapunov equation. From the relation with the delay Lyapunov equation we can prove an explicit formula for the ℋ2 norm if the system has commensurate delays, here meaning that the delays are all integer multiples of a basic delay. The formula is explicit and contains only elementary linear algebra operations applied to matrices of finite dimension.
Keywords :
Lyapunov matrix equations; delays; linear algebra; LTI; Lyapunov equation; linear algebra; linear time invariant dynamical system; time delay system; Delay; Eigenvalues and eigenfunctions; Equations; Linear algebra; Mathematical model; Numerical stability; Robustness;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717782