matlab信号添加噪声(adding noise to matlab signal)

matlab信号添加噪声(adding noise to matlab signal)

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时间:2018-07-11

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1、matlab信号添加噪声(AddingnoisetoMATLABsignal)[original]onthesignaltonoiseratioandtotheknownsignaladdnoisefinishingandpersonalexperienceFirstofall,I'mnottryingtodothis,butjustadddifferentnoiseinthesignalrecently,soIcollectedsomeinformationandaccumulatedsomeexperience.Youarewelcometocorrect.Whenitco

2、mestoaddingnoisetoknownsignals,thereisapostthathastobementioned,whichisthetwocommonlyusedfunctionintroducedbyProfessorhappy,andI'llquoteithere:%=============================happy=================================%ItisveryconvenienttogenerateGausswhitenoiseinMATLAB,whichcanbeapplieddirectlytot

3、wofunctions,oneisWGN,andtheotherisAWGN.WGNisusedtogenerateGausswhitenoise,andAWGNisusedtoaddGausswhitenoisetoasignal.1.WGN:produceGausswhitenoiseY=WGN(m,N,P)generatesaGausswhitenoisematrixofmrowncolumns,andPspecifiestheintensityoftheoutputnoiseinthedBWunit.Y=WGN(m,N,P,IMP)specifyloadimpedanc

4、einohms(Ohm)unit.Y=WGN(m,N,P,imp,state)resetsthestateofRANDN.Additionalsymbolicparameterscanbeaddedtothenumericalvariables:Y=wgn...(POWERTYPE)specifiestheunitofP.POWERTYPEcanbe'dBW','dBm'or'linear'.Linearintensity(linearpower)isbasedonWatt(Watt).Y=wgn...(OUTPUTTYPE)specifiestheoutputtype.OUT

5、PUTTYPEcanbe'real'or'complex'.2.AWGN:GausswhitenoiseisaddedtoasignalY=AWGN(x,SNR)addsGausswhitenoisetothesignalX.Thesignaltonoiseratio(SNR)isdB.ThestrengthofXisassumedtobe0dBW.Ifxiscomplex,complexnoiseisadded.Y=AWGN(x,SNR,SIGPOWER)ifSIGPOWERisavalue,thenitrepresentsthesignalintensityindBW;if

6、SIGPOWERis'measured',thenthefunctionwillmeasurethesignalstrengthbeforeaddingnoise.Y=AWGN(x,SNR,SIGPOWER,STATE)resetsthestateofRANDN.Y=awgn...(POWERTYPE)specifiestheunitsofSNRandSIGPOWER.POWERTYPEcanbe'dB'or'linear'.IfPOWERTYPEis'dB',thenSNRisdB,andSIGPOWERisdBW.IfPOWERTYPEis'linear',thenSNRi

7、smeasuredasaratio,andSIGPOWERisinwatts.Notes1.dB(decibel,dB):(dB)isthestandardDBunit,therelativepoweroramplitudelevelsinotherwords,weusedarepresentationoftheenergydifferencebetweenthetwounits,itisnotanabsoluteunit.Forexample,thestrengthofelectronic

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