{"title":"基于微重启的AUV软件自恢复方法","authors":"Changting Shi, Ru-bo Zhang, Jing Zhao","doi":"10.1109/WCICA.2011.5970677","DOIUrl":null,"url":null,"abstract":"According to the research on failure recovery of AUV software system, a method based on micro-reboot mechanism and Partially Observable Markov Decision Process (POMDP) model for solving failure recovery of AUV is presented. An analytical multi-level model is presented and a micro-reboot mechanism under Fine-grained is learned. Considering self-recovery theory and the applicability of POMDP model, a failure recovery model based on POMDP is established and the basic factors of model are given. Results of experiment prove the validity of algorithm and the applicability of the model.","PeriodicalId":211049,"journal":{"name":"2011 9th World Congress on Intelligent Control and Automation","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2011-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Software self-recovery method of AUV based on micro-reboot\",\"authors\":\"Changting Shi, Ru-bo Zhang, Jing Zhao\",\"doi\":\"10.1109/WCICA.2011.5970677\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"According to the research on failure recovery of AUV software system, a method based on micro-reboot mechanism and Partially Observable Markov Decision Process (POMDP) model for solving failure recovery of AUV is presented. An analytical multi-level model is presented and a micro-reboot mechanism under Fine-grained is learned. Considering self-recovery theory and the applicability of POMDP model, a failure recovery model based on POMDP is established and the basic factors of model are given. Results of experiment prove the validity of algorithm and the applicability of the model.\",\"PeriodicalId\":211049,\"journal\":{\"name\":\"2011 9th World Congress on Intelligent Control and Automation\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-06-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 9th World Congress on Intelligent Control and Automation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WCICA.2011.5970677\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 9th World Congress on Intelligent Control and Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCICA.2011.5970677","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Software self-recovery method of AUV based on micro-reboot
According to the research on failure recovery of AUV software system, a method based on micro-reboot mechanism and Partially Observable Markov Decision Process (POMDP) model for solving failure recovery of AUV is presented. An analytical multi-level model is presented and a micro-reboot mechanism under Fine-grained is learned. Considering self-recovery theory and the applicability of POMDP model, a failure recovery model based on POMDP is established and the basic factors of model are given. Results of experiment prove the validity of algorithm and the applicability of the model.