{"title":"基于obdd的无线传感器网络可靠性评估算法","authors":"Bo Zhao, Yan Liu, Yufeng Xiao","doi":"10.1109/PHM.2012.6228972","DOIUrl":null,"url":null,"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.","PeriodicalId":444815,"journal":{"name":"Proceedings of the IEEE 2012 Prognostics and System Health Management Conference (PHM-2012 Beijing)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"OBDD-based algorithm for reliability evaluation of Wireless Sensor Networks\",\"authors\":\"Bo Zhao, Yan Liu, Yufeng Xiao\",\"doi\":\"10.1109/PHM.2012.6228972\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":444815,\"journal\":{\"name\":\"Proceedings of the IEEE 2012 Prognostics and System Health Management Conference (PHM-2012 Beijing)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-05-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the IEEE 2012 Prognostics and System Health Management Conference (PHM-2012 Beijing)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PHM.2012.6228972\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the IEEE 2012 Prognostics and System Health Management Conference (PHM-2012 Beijing)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PHM.2012.6228972","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
OBDD-based algorithm for reliability evaluation of Wireless Sensor Networks
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.