Title :
Reliability Statistic Estimation on Network via Perfect Sampling
Author :
Yongzhi, Zhai ; Yuan, Zhou
Author_Institution :
Sch. of Electron. Inf., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
To evaluate the reliability of the state problem with respect to a network system. The perfect sampling algorithm based on the sandwiched CFTP scheme distribution is proposed in this correspondence which guarantees to draw exactly and directly the samples from the network stationary state. The supposing convergence time in the stationary network state can be explored via the two extreme probability coalescences.
Keywords :
sampling methods; telecommunication network planning; telecommunication network reliability; network reliability statistic estimation; perfect sampling algorithm; sandwiched CFTP scheme distribution; Computer network reliability; Convergence; Data mining; Sampling methods; State estimation; State-space methods; Stationary state; Statistical distributions; Statistics; Weibull distribution; convergence time; network stationary state; perfect sampling; reliability statistic estimation;
Conference_Titel :
Computer Modeling and Simulation, 2010. ICCMS '10. Second International Conference on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-1-4244-5642-0
Electronic_ISBN :
978-1-4244-5643-7
DOI :
10.1109/ICCMS.2010.77
