Title :
OBDD-based algorithm for reliability evaluation of Wireless Sensor Networks
Author :
Bo Zhao ; Yan Liu ; Yufeng Xiao
Author_Institution :
State key Lab. of Networking & Switching Tech, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
The key element of a Prognostics and Health Management (PHM) for Wireless Sensor Networks (WSN) is on its relaibility evaluation. To evaluate the reliability of WSN, an algorithm named Enhanced Node Expansion (ENE) is presented in this paper. The ENE constructs the Ordered Binary Decision Diagram (OBDD) with node expansion and computes the reliability on the OBDD structure. During the generation of OBDD, these redundant equivalent states are avoided, and redundant computations from isomorphic sub-networks are decreased. Experiments show ENE is more efficient than factoring algorithm for large size WSN.
Keywords :
binary decision diagrams; telecommunication network reliability; wireless sensor networks; OBDD-based Algorithm; enhanced node expansion; health management; isomorphic subnetwork; ordered binary decision diagram; relaibility evaluation; reliability evaluation; wireless sensor networks; Network Reliability; Ordered Binary Decision Diagram; Wireless Sensor Networks;
Conference_Titel :
Prognostics and System Health Management (PHM), 2012 IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1909-7
Electronic_ISBN :
2166-563X
DOI :
10.1109/PHM.2012.6228972