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1、LectureNotesonNetworkInformationTheoryAbbasElGamalDepartmentofElectricalEngineeringStanfordUniversityYoung-HanKimDepartmentofElectricalandComputerEngineeringUniversityofCalifornia,SanDiegoarXiv:1001.3404v3[cs.IT]22Mar2010Copyrightc2002{2010AbbasElGamalandYoung-HanKim.All
2、rightsreserved.TableofContentsPreface1.IntroductionPartI.Background2.Entropy,MutualInformation,andTypicality3.Point-to-PointCommunicationPartII.Single-hopNetworks4.MultipleAccessChannels5.DegradedBroadcastChannels6.InterferenceChannels7.ChannelswithState8.FadingChannels9
3、.GeneralBroadcastChannels10.GaussianVectorChannels11.DistributedLosslessSourceCoding12.SourceCodingwithSideInformation13.DistributedLossySourceCoding14.MultipleDescriptions15.JointSource{ChannelCodingPartIII.Multi-hopNetworks16.NoiselessNetworks17.RelayChannels18.Interac
4、tiveCommunication19.DiscreteMemorylessNetworks20.GaussianNetworks21.SourceCodingoverNoiselessNetworksPartIV.Extensions22.CommunicationforComputing23.InformationTheoreticSecrecy24.InformationTheoryandNetworkingAppendicesA.ConvexSetsandFunctionsB.ProbabilityandEstimationC.
5、CardinalityBoundingTechniquesD.Fourier{MotzkinEliminationE.ConvexOptimizationPrefaceThissetoflecturenotesisamuchexpandedversionoflecturenotesdevelopedandusedbythe rstauthorincoursesatStanfordUniversityfrom1981to1984andmorerecentlybeginningin2002.Thejointdevelopmentofthis
6、setoflecturenotesbeganin2006whenthesecondauthorstartedteachingacourseonnetworkinformationtheoryatUCSD.EarlierversionsofthelecturenoteshavealsobeenusedincoursesatEPFLandUCBerkeleybythe rstauthor,atSeoulNationalUniversitybythesecondauthor,andattheChineseUniversityofHongKon
7、gbyChandraNair.Thedevelopmentofthelecturesnotesinvolvedcontributionsfrommanypeople,includingEkineAkuiyibo,EhsanArdestanizadeh,FrancoisBaccelli,BerndBandemer,Chiao-YiChen,Yeow-KhiangChia,Sae-YoungChung,PaulCu ,MichaelGastpar,JohnGill,AminGohari,RobertGray,Chan-SooHwang,S
8、hirinJalali,TaraJavidi,YashodhanKanoria,GowthamKumar,AmosLapidoth,OlivierLev^eque,SungHoonLim,MosheMal
