Title :
Delay-partition and delay-distribution based Exponential Mean Square Stability criteria for continuous-time linear systems with state delay
Author :
Ma, Wei-Jun ; Yang, Xue ; Zhang, Xian
Author_Institution :
Sch. of Math. Sci., Heilongjiang Univ., Harbin, China
Abstract :
This paper presents Exponential Mean Square Stability (EMSS) criteria of a class of continuous-time linear systems with state delay which has probability characteristics. By comprehensively using the information of delay-partition and delay-distribution, and constructing an appropriate Lyapunov-Krasovskii functional, EMSS criteria in the form of linear matrix inequalities are obtained. Compared with existing results, the EMSS criteria provided in this paper have three advantages: (i) a time-delay model submitting to multinomial distribution is first introduced, and thus the information of delay-partition and delay-distribution is sufficiently used; (ii) the EMSS criteria given by this paper may be less conservative; and (iii) the EMSS criteria given by this paper does not need to bring in any free weighting matrix, which reduces the computational complexity. These advantages indicate that the conservativeness of the EMSS criteria will not be weaker when the number of free weighting matrices increases. Finally, a numerical example is given to demonstrate the effectiveness and superiority of the proposed method.
Keywords :
Lyapunov matrix equations; computational complexity; continuous time systems; delays; linear systems; mean square error methods; probability; stability criteria; EMSS criteria; Lyapunov-Krasovskii functional; computational complexity; continuous time linear systems; delay distribution based exponential mean square stability criteria; delay partition; free weighting matrix; linear matrix inequalities; multinomial distribution; probability characteristics; state delay; time delay model; Delay; Educational institutions; Numerical stability; Stability criteria; Symmetric matrices; Upper bound; continuous linear time-delay system; exponential mean square stability; probability distribution; random delay;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244052