Title :
Stability and synchronization of complex dynamical networks with random packet losses
Author :
Yang, Meng ; Wang, Yan-Wu ; Huang, Yue-Hua ; Guan, Zhi-Hong
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper presents a discrete-time directed complex dynamical network (CDN) model with random packet losses. The topology of CDN is independent of process of packet losses. Both exponentially mean-square stability and synchronization for the CDN with random packet dropping are investigated. Based on the Lyapunov approach, stability and synchronization conditions for this CDN are obtained which are related to packet dropping probability matrix (PDPM). And a numerical example is provided for illustration.
Keywords :
Lyapunov methods; asymptotic stability; discrete time systems; large-scale systems; matrix algebra; mean square error methods; probability; synchronisation; Lyapunov approach; discrete-time directed complex dynamical network model; exponentially mean-square stability; packet dropping probability matrix; random packet loss; synchronization conditions; Linear matrix inequalities; Network topology; Numerical stability; Stability analysis; Symmetric matrices; Synchronization; Topology;
Conference_Titel :
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5360-3
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2010.5612914
