random matrix theory of multi-antenna communications the rician casenew

random matrix theory of multi-antenna communications the rician casenew

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1、INSTITUTEOFPHYSICSPUBLISHINGJOURNALOFPHYSICSA:MATHEMATICALANDGENERALJ.Phys.A:Math.Gen.38(2005)1085910872doi:10.1088/0305-4470/38/49/024Randommatrixtheoryofmulti-antennacommunications:theRiceanchannelArisLMoustakas1,3andStevenHSimon21DepartmentofPhysics,UniversityofAthens,Panepistimiop

2、olis,Athens15784,Greece2BellLabs,LucentTechnologies,600MountainAvenue,MurrayHill,NJ07974,USAReceived25July2005,infinalform26July2005Published22November2005Onlineatstacks.iop.org/JPhysA/38/10859AbstractTheuseofmulti-antennaarraysinwirelesscommunicationsthroughdisorderedmediapromiseshuge

3、increasesintheinformationtransmissionrate.Itisthereforeimportanttoanalysetheinformationcapacityofsuchsystemsinrealisticsituationsofmicrowavetransmission,wherethestatisticsofthetransmissionamplitudes(channel)maybecoloured.Here,wepresentanapproachthatprovidesanalyticexpressionsforthesta

4、tistics,i.e.themomentsofthedistribution,ofthemutualinformationforgeneralGaussianchannelstatistics.Themathematicalmethodappliestoolsdevelopedoriginallyinthecontextofcoherentwavepropagationindisorderedmedia,suchasrandommatrixtheoryandreplicas.Althoughitisvalidformallyforlargeantennanumb

5、ers,thisapproachproducesextremelyaccurateresultsevenforarrayswithasfewastwoantennas.Wealsodevelopamethodtoanalyticallyoptimizeovertheinputsignaldistribution,whichenablesustocalculateanalyticcapacitieswhenthetransmitterhasknowledgeofthestatisticsofthechannel.Theemphasisofthispaperisone

6、lucidatingthenovelmathematicalmethodsused.WedothisbyanalysingaspecificcasewhenthechannelmatrixisacomplexGaussianwitharbitrarymeanandunitcovariance,whichisusuallycalledtheRiceanchannel.PACSnumbers:84.40.Ba,02.10.Yn,07.50.Qx1.IntroductionRecently,therehasbeenincreasedinterestinusingmulti

7、-antennaarrayssimultaneouslyintransmissionandreceptionofmicrowavesignals.Recenttheoreticalworkin[1]and[2]hasshownthatforsufficientlyrichscatteringenvironmentstheShannoncapacityofannt-elementtransmittingandannr-elementreceivingarrayisroughlyproportionaltomin(nr,nt)forlargenumbersofanten

8、nas.T

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