基于Markov链的嵌入式系统硬件可靠性研究.doc
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基于Markov链的嵌入式系统硬件可靠性研究.doc

基于Markov链的嵌入式系统硬件可靠性研究.doc

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基于Markov链的嵌入式系统硬件可靠性研究摘要:嵌入式系统产品在使用过程中经常出现硬件故障,从而影响系统的安全可靠性。从嵌入式系统硬件层面研究其可靠性。首先定义嵌入式系统硬件目标,简单介绍了markov过程理论;建立了单个ip硬核和嵌入式系统硬件的markov模型;应用所建立的模型,对嵌入式站间自动闭塞控制器硬件进行了可靠度计算和分析。实验结果表明,该markov模型能够准确描述嵌入式系统硬件的状态变迁,并能计算和分析其可靠度,具有一定的实用价值。关键词:可靠性;硬件;嵌入式系统;markov链;站间自动闭塞hardwarereliabilitystudyofembeddedsystembasedonmarkovchainguorong.zuo1*,huangjun2,wanglin31.collegeofcomputerscience,sichuannormaluniversity,chengdusichuan610068,china;2.departmentofgroundinginstruction,sichuantechnologyandbusinesscollege,dujiangyansichuan611830,china;3.departmentofelectronicinformationandelectricalengineering,chengdutextilecollege,chengdusichuan611731,chinaabstract:theembeddedsystemproductsoftenappearhardwarefailureinuseprocess,whichaffectsthesafetyandreliabilityofthesystem.inthispaper,itisresearcheditsreliabilityfromtheembeddedsystemhardwarelevel.atfirst,itisdefinedthegoaloftheembeddedsystemhardware,andintroducedthetheoryofmarkovprocess.andthen,itissetupasingleiphardcoreandembeddedsystemhardwaremarkovmodel.thelast,itiscalculatedandanalyzedthereliabilityoftheembeddedcontrollerhardwareautomaticblockinusedtheestablishedmodel.throughtheresultsshowthatthemodelcanbesetupinthispapermarkovaccuratedescriptionoftheembeddedsystemhardwarestatechange,andcanbecalculatedandanalyzedtheirreliability.therefore,thisresearchisfeasible,themodelhascertainpracticalvalue.theproductsofembeddedsystemoftenhavehardwarefailurewhileinuse,whichaffectsthesafetyandreliabilityofthesystem.inthispaper,itsreliabilitywasresearchedfromtheembeddedsystemhardwarelevel.atfirst,itdefinedthegoaloftheembeddedsystemhardware,andintroducedthetheoryofmarkovprocess.andthen,asingleiphardcoreandembeddedsystemhardwaremarkovmodelwassetup.atlast,thereliabilityoftheembeddedcontrollerhardwareautomaticblockwascalculatedandanalyzedthroughtheestablishedmodel.theresultsshowthatthemarkovmodelcanaccuratelydescribetheembeddedsystemhardwarestatechange,andcancalculateandanalyzetheirreliability.therefore,themodelhascertainprac