Title :
Stochastic time scales: Quadratic Lyapunov functions and probabilistic regions of stability
Author :
Poulsen, D.R. ; Davis, J.M. ; Gravagne, I.A.
Author_Institution :
Dept. of Math., Baylor Univ., Waco, TX, USA
Abstract :
We present a version of Lyapunov theory for stochastically generated time scales. In the case of quadratic Lyapunov functions for the LTI case, our results improve the requirement that spec(A) ⊂ Hmin. Our approach also allows us to consider a special class of LTV problems where the dependence on time is only through the graininess.
Keywords :
Lyapunov methods; Markov processes; asymptotic stability; linear systems; probability; LTI; LTV problems; Lyapunov theory; probabilistic stability regions; quadratic Lyapunov functions; stochastic time scales; Asymptotic stability; Equations; Hoses; Lyapunov methods; Markov processes; Random variables; Upper bound;
Conference_Titel :
System Theory (SSST), 2013 45th Southeastern Symposium on
Conference_Location :
Waco, TX
Print_ISBN :
978-1-4799-0037-4
DOI :
10.1109/SSST.2013.6524948