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ChannelCapacityNewwordsandphrases

1.a(chǎn)bstractionn.抽象;抽象觀念2.encompassvt.包括,包含3.devisevt.設(shè)計(jì),發(fā)明4.wherebyadv.憑那個(gè);由此5.a(chǎn)rbitrarilyadv.任意地6.theoremn.定理7.infrequentadj.很少發(fā)生的,罕見(jiàn)的8.overridevt.壓倒,制服,凌駕9.therebyadv.由此,因此,從而10.gaussianadj.高斯的

Gauss高斯(1777~1855,德國(guó)數(shù)學(xué)家、天文學(xué)家)11.unityn.一,單一12.complementaryadj.補(bǔ)充的;互補(bǔ)的ChannelCapacity13.derivationn.推導(dǎo),導(dǎo)出,公式推導(dǎo)14.formidableadj.困難的,棘手的,可怕的15.undertakevt.進(jìn)行,從事16.presumedadj.假定的,推測(cè)的

presumablyadv.推測(cè)起來(lái),大概,估計(jì),可能17.likelihoodn.可能,可能性likelyadj.可能,可能的18.intervaln.間隔,時(shí)間間隔19.roundingn.舍入(成整數(shù));四舍五入20.a(chǎn)bruptadj.不連續(xù)的,突然的,急劇的,陡的21.reliablyadv.可靠地,安全地,確實(shí)地22.heuristicadj.啟發(fā)式的,漸進(jìn)的23.intuitiveadj.直覺(jué)的;直觀的intuitivelyadv.直覺(jué)地,直觀地24.contemplatevt.預(yù)期(料)ChannelCapacity25.viceversaadv.反之亦然(viceversa)26.quantizevt.量化27.receptionn.接收28.extremeadj.極端的,極度的,偏激的29.a(chǎn)ttenuatevt.衰減,使衰減30.distortvt.失真,使失真distortionn.失真,畸變31.equalizern.均衡器32.recoverableadj.可恢復(fù)的 1enterinto

參加,成為……一部分,涉及2dueto

由于;起因于;歸功于3besomethingof

有一點(diǎn)4inprinciple

原則上,大致上onprinciple按照原則(或道德標(biāo)準(zhǔn))ChannelCapacity5providedthat

假如,設(shè)若6probabilityoferror(errorprobability)

誤碼率,誤差概率7becloseto

接近,靠近8bandlimitedgaussianchannel

限帶高斯信道9physicalsystem

物理系統(tǒng),實(shí)際系統(tǒng)10turnout

(常與to,that連用)結(jié)果,結(jié)果是……11lowerbound

下界,下限12upperlimit

上限13rootmeansquare

均方根,均方根值;均方根(的)rootmeansquareerror

均方根(有效值)誤差14amountofinformation

(informationcontent;quantityofinformation;informationquantity)信息量15ideallowpassfilter

理想低通濾波器ChannelCapacity16risetime

上升時(shí)間17asamatterofconvenience

為方便起見(jiàn)18whiteGaussiannoise(whitegaussiannoise)高斯白噪聲19ontheotherhand

另一方面20tradeoff

交替換位,折衷選擇(tradeoffn.折衷,權(quán)衡)21signaltonoiseratio

信號(hào)噪聲比,信噪比(SNR,S/N)22befreeto

隨意,任意,不受拘束23makeupfor

補(bǔ)償ChannelCapacity

TheimportanceoftheconceptofinformationrateisthatitentersintoatheoremduetoShannonwhichisfundamentaltothetheoryofcommunications.Thistheoremisconcernedwiththerateoftransmissionofinformationoveracommunicationchannel.Whilewehaveusedthetermcommunicationchannelonmanyoccasions,itiswelltoemphasizeatthispoint,thattheterm,whichissomethingofanabstraction,isintendedtoencompassallthefeaturesandcomponentpartsofthetransmissionsystemwhichintroducenoiseorlimitthebandwidth.Ⅰ.Shannon’sTheorem,ChannelCapacityShannon’stheoremsaysthatitispossible,inprinciple,todeviseameanswherebyacommunicationssystemwilltransmitinformationwithanarbitrarilysmallprobabilityoferrorprovidedthattheinformationrateRislessthanorequaltoarateCcalledthechannelcapacity.Toputthemattermoreformally,wehavethefollowing:

ChannelCapacityTheoremGivenasourceofMequallylikelymessages,withM》1,whichisgeneratinginformationatarateR.GivenachannelwithchannelcapacityC.Then,ifR≤Cthereexistsacodingtechniquesuchthattheoutputofthesourcemaybetransmittedoverthechannelwithaprobabilityoferrorinthereceivedmessagewhichmaybemadearbitrarilysmall.TheimportantfeatureofthetheoremisthatitindicatesthatforR≤Ctransmissionmaybeaccomplishedwithouterrorinthepresenceofnoise.Thisresultissurprising.Forinourconsiderationofnoise,say,gaussiannoise,wehaveseenthattheprobabilitydensityofthenoiseextendstoinfinity.Weshouldthenimaginethattherewillbesometimes,howeverinfrequent,whenthenoisemustoverridethesignaltherebyresultinginerrors.However,Shannon’stheoremsaysthatthisneednotcauseamessagetobeinerror.

ChannelCapacityThereisanegativestatementassociatedwithShannon’stheorem.Itstatesthefollowing:TheoremGivenasourceofMequallylikelymessages,withM》1,whichisgeneratinginformationatarateR;thenifR>Ctheprobability

theprobabilityoferrorisclosetounityforeverypossiblesetofMtransmittersignals.ThisnegativetheoremstatesthatiftheinformationrateRexceedsaspecifiedvalueC,theerrorprobabilitywillincreasetowardunityasMincreases,andthatalso,generally,inthiscasewhereR>C,increasingthecomplexityofthecodingresultsinanincreaseintheprobabilityoferror.Ⅱ.CapacityofaGaussianChannelAtheoremwhichiscomplementarytoShannon’stheoremandappliestoachannelinwhichthenoiseisgaussianisknownastheShannonHartleytheorem.

ChannelCapacityTheoremThechannelcapacityofawhite,bandlimitedgaussianchannelisC=Blog2(1+S/N)bits/s(2.1)whereBisthechannelbandwidth,Sisthesignalpower,andNisthetotalnoisewithinthechannelbandwidth,thatis,N=B,with1/2the(two-ided)powerspectraldensity.Thistheorem,althoughrestrictedtothegaussianchannel,isoffundamentalimportance.First,wefindthatchannelsencounteredinphysicalsystemsgenerallyare,atleastapproximately,gaussian.Second,itturnsoutthattheresultsobtainedforagaussianchanneloftenprovidealowerboundontheperformanceofasystemoperatingoveranongaussianchannel.Thus,ifaparticularencoderdecoderisusedwithagaussianchannelandanerrorprobabilityPeresults,thenwithanongaussianchannelanotherencoderdecodercanbedesignedsothatthePewillbesmaller.WemaynotethatchannelcapacityequationscorrespondingtoEq.(2.1)havebeenderivedoranumberofnongaussianchannels.

ChannelCapacityThederivationofEq.(2.l)forthecapacityofagaussianchannelisratherformidableandwillnotbeundertaken.However,theresultmaybemadetoappearreasonablebythefollowingconsiderations.

Supposethat,forthepurposeoftransmissionoverthechannel,themessagesarerepresentedbyfixedvoltagelevels.Then,asthesourcegeneratesonemessageafteranotherinsequence,thetransmittedsignals(t)takesonawaveformsimilartothatshowninFig.2.1.

Ⅰ.PleasetranslatethefollowingwordsandphrasesintoCbabilitydensity7.rootmeansquare8.tradeoff9.lowerbound1.equalizer11.viceversa12.upperlimit

Exercises物理系統(tǒng),實(shí)際系統(tǒng)上升時(shí)間信息量理論上,原則上高斯信道概率密度均方根值,均方根;均方根(的)交替換位,折衷選擇下界,下限均衡器反之亦然上限Ⅱ.PleasetranslatethefollowingwordsandphrasesintoEnglish.1.通信理論2.香農(nóng)定理3.信道帶寬4.信號(hào)波形5.理想低通濾波器6.自相關(guān)函數(shù)7.無(wú)噪聲高斯信道8.通信信道9.信息速率10.信噪比Exercisescommunicationtheory(theoryofcommunications)Shannon’stheoremchannelbandwidthsignalwaveformideallowpassfilterautocorrelationfunctionnoiselessgaussianchannelcommunicationchannelinformationrateSignaltonoiseratio(SNR,S/N)Exercises11.信道容量12.雙邊功率譜密度13.誤碼率14.奈奎斯特采樣速率15.限帶高斯信道16.高斯白噪聲channelcapacityTwosidedpowerspectraldensityerrorprobability(probabilityoferror)NyquistsamplingratebandlimitedgaussianchannelwhiteGaussiannoiseExercisesⅢ.Fillintheblankswiththemissingword(s).

1.Thereisanegativestatementassociated

Shannon’stheorem.2.

thepurposeoftransmissionoverthechannel,themessagesarerepresentedbyfixedvoltagelevels.3.SincethetransmissionofanyoftheMmessagesisequallylikely,H=log2M,thusourchannelistransferringinformation

arateR=rH.4.Forafixedsignalpowerand

thepresenceofwhitegaussiannoisethechannelcapacityapproachesanupperlimitwithincreasingbandwidth.5.Itis

greatinteresttorecognizethatthetradeoffbetweenbandwidthandsignaltonoiseratioisnotlimitedbyalowerlimit

bandwidth.withonatinofinExercises6.Thesignalistransmitted

achannelwhichcanberepresentedasalowpassRCcircuitwithcutoffat1Hz.7.Ifthereisnonoise,thenweareentirelyfreetomake

fortheattenuationbytheuseofanamplifierandtocorrectthefrequencydistortionbytheuseofanequalizer.8.Thatis,weneedtoestimatetheintervalTwhichshouldbeassignedtoeachmessagetoallowthetransmittedlevelstoberecognizedIndividually

thereceiver,eventhoughthebandwidthBofthechannelislimited.9.Therefore,the25percentreduction

bandwidthrequiresa60percentincrease

signalpower.inasinofoverExercises10.Whilewehaveusedthetermcommunicationchannel

manyoccasions,itiswelltoemphasizeatthispoint,thattheterm,whichisSomething

anabstraction,isintendedtoencompassallthefeaturesandcomponentpartsofthetransmissionsystemwhichintroducenoiseorlimitthebandwidth.11.Theprobabilityoferrorisclose

unityforeverypossiblesetofMtransmittersignals.12.Itturnsout

theresultsobtainedforagaussianchanneloftenprovidealowerbound

theperformanceofasystemOperating

hatintoinasⅣ.Answerthefollowingquestionsaccordingtothetext.1.WhatisShannonHartleytheorem?2.PleasedescribeShannon’stheoreminyourownwordsinEnglish.

ExercisesShannonHartleytheorem:Thechannelcapacityofawhite,bandlimitedgaussianchannelisC=Blog2(1+S/N)bits/s,whereBisthechannelbandwidth,Sisthesignalpower,andNisthetotalnoisewithinthechannelbandwidth,thatis,N=ηB,withη/2the(twosided)powerspectraldensity.GivenasourceofMequallylikelymessages,withM1,whichisgeneratinginformationatarateR.GivenachannelwithchannelcapacityC.Then,ifR≤C,Thereexistsacodingtechniquesuchthattheoutputofthesourcemaybetransmittedoverthechannelwithaprobabilityoferrorinthereceivedmessagewhichmaybemadearbitrarilysmall.3.TrytodescribeShannon’stheorembyanegativestatementinEnglish.4.WhyistheShannonHartleytheoremimportant?

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