资源描述：
《基于密度演化与有限码长分析的低密度校验码构造》由会员上传分享，免费在线阅读，更多相关内容在教育资源-天天文库。
1、CONSTRUCTIONOFLOW-DENSITYPARITY-CHECKCODESBASEDONDENSITYEVOLUTIONANDFINITE-LENGTHANALYSISABSTRACTAsakindofchannelcodingtechniquewithwideapplication,LDPCcodeshavebeenadoptedinDVB-S2and802.16e.Sincetheperformancecanachieveorexceedturbocodeswhileencodinganddecodingcomplex
2、ityisquitelowduetothesparsenessofparitymatrix,LDPCcodeshavebecomethefocusofcodingtheory.IncomparisonwithregularLDPCcodes,irregularcodescanachievebetterperformanceintermsofnoisethreshold,whichislargelyaffectedbydegreedistributionpair.Usingdensityevolution,theperformance
3、ofcodeswithsamedegreedistributioncanbedetermined.Thus,degreedistributionpaircanbeoptimizedonthebasisofdensityevolution,whichmakesitpossibletofindgoodcodes.However,optimaldegreedistributionsalwaysresultinpoorerrorfloor,soitisnecessarytoaddconstraintondegreedistributionp
4、airsandtakefinite-lengtheffectsintoconsideration.Ontheotherhand,forparticulardegreedistributionpair,thoughcodesunderrandomconstructionmayhavesimilarperformance,theparitymatrixshouldhavewell-designedstructureforthesakeofimplementation.Withstudyofaboveissues,LDPCcodeswit
5、hgoodperformanceandlowimplementationcomplexitycanbeconstructedandappliedincommunicationsystemsforerror-correcting.Inthispaper,firstlydecodingalgorithmsincludingbeliefpropagation,min-sumalgorithmisanalyzedunderdensityevolution.Thendensityevolutionoflayereddecodingisdedu
6、ced,andperformancecomparisonofvariousdecodingalgorithmsismadeintermsofthresholdandconvergence.Thusoptimalscalefactorformodifiedmin-sumalgorithmisobtainedanditisshownthatwithlayereddecoding,iterationtimescanbereducedbyalmosthalf.Inaddition,withfinite-lengthanalysis,thei
7、mpactonerrorfloorbystructureofparitymatrixisstudied.Sinceerrorfloorismainlycausedbycycleswithlowextrinsicmessagedegree,someconstraintsonvariabledegreedistributionareputforward,whichcanbeusedtooptimizedegreedistributionpair.Finally,withconsiderationofencodinganddecoding
8、complexity,aconstructionmethodofirregularLDPCcodesispresented.Withconstraintonnumberofdegree-2variablenodesandapproxi
