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1、RandomMatrixTheoryforWirelessCommunicationsProf.Dr.-Ing.RalfR.M¨ullermueller@iet.ntnu.noJuly15,2010TheScopeoftheCourse1TopicsTopicI:TheFrameworkofMultiuserDetectionMultiuserdetectionasacanonicalapplicationinwirelesscommunicationsTopicII:TheTwoTheoriesFromclassicalrandommatrixtheorytofreeprobabi
2、litytheoryTopicIII:TheReturnofPhysicsRandommatrixtheoryasaspecialcaseofstatisticalmechanicsRandomMatrixTheoryforWirelessCommunicationscRalfR.M¨uller2002-2010Bibliography2Literature[1]SergioVerd´u.MultiuserDetection.CambridgeUniversityPress,NewYork,1998.[2]AntoniaM.TulinoandSergioVerd´u.Randomma
3、trixtheoryandwirelesscommunications.Founda-tionsandTrendsinCommunicationsandInformationTheory,1(1),June2004.[3]FumioHiaiandD´enesPetz.TheSemicircleLaw,FreeRandomVariablesandEntropy.AmericanMathematicalSociety,Providence,RI,2000.[4]LauraCottatellucci.LowComplexityMultiuserDetectionforRandomlySpr
4、eadCDMASystems.PhDthesis,TechnischeUniversit¨atWien,Vienna,Austria,2005.[5]RalfR.M¨uller.Applicationsoflargerandommatricesincommunicationsengineering.InProc.ofInternationalConferenceonAdvancesintheInternet,Processing,Systems,andInterdisciplinaryResearch(IPSI),SvetiStefan,Montenegro,October2003.
5、[6]HidetoshiNishimori.StatisticalPhysicsofSpinGlassesandInformationProcessing.OxfordUniversityPress,Oxford,U.K.,2001.[7]VictorDotsenko.IntroductiontotheReplicaTheoryofDisorderedStatisticalSystems.CambridgeUniversityPress,Cambridge,U.K.,2001.RandomMatrixTheoryforWirelessCommunicationscRalfR.M¨ul
6、ler2002-2010Bibliography3[8]RalfR.M¨uller.Multiuserreceiversforrandomlyspreadsignals:Fundamentallimitswithandwithoutdecision–feedback.IEEETransactionsonInformationTheory,47(1):268–283,January2001.[9]G.Parisi.AsequenceofapproximatedsolutionstotheS-Kmodelforspinglasses.JournalofPhysicsA:Mathemati
7、calandGeneral,13,1980.RandomMatrixTheoryforWirelessCommunicationscRalfR.M¨uller2002-20101MultiuserDetection4Chapter1:MultiuserDetectionRandomMatrixTheoryforWirelessCommunicationscRalfR.M¨uller2002-20101MultiuserDetection5TheMultip
