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聲源定位系統(tǒng)的廣義二次互相關(guān)算法改進(jìn)與測(cè)試

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Improvement and test of generalized quadratic cross-correlation algorithm for sound source localization system

XUBin1,MAPengfei2,ZHANGHengyuan2,WUShanqiang1,WANGBinrui1 (1.CollegeofMechanicalandElectricalEngineering,China JiliangUniversity,Hangzhou 31Oo18,China; 2.Shenhua Group Zhungeer Energy Sources Co.,Ltd.,Ordos O17ooo,China)

Abstract:Inviewoftheunsatisfactorysoundsourcelocalizationefectduetotheporaccuracyof generalized crosscorrelation timedelayestimationintheindoorenvironmentwithcomplexnoiseandreverberation,animprovedgeneralized quadraticcross-correlation timedelayestimationalgorithmbasedonweightingfunctionof phasetransform(PHAT)isproposed. Onthebasisofgeneralizedquadraticcross-correlation,theinfluenceofdiferentchannelsontimedelayestimationiscosidered comprehensively,andthequadraticcross-corelation function isweightedbytheimprovedPHATfunction.BasedonLabVIEW,a soundsourcelocalizationsystemisdesignedbycombining five-elementmicrophonearrayanddataacquisitioncard.The generalizedcros-orrelationalgoritm,thegeneraiedquadraticross-orrelationalgritandtheimproedalgorithare subjectedtothesoundsourcelocalizationexperimentsandanalysis.Theexperimentalresultsshowthatincomparisonwith the traditionalgenealidcos-orrelationalgoihndgnealiedquadaticoss-oelationalgorittheimproedalgm hasstrongeranti-noiseandanti-reverberationability,moreaccuratetimedelayestimationandhighersoundsourcelocalization accuracy in complex noise environment.

Keywords:soundsource localization;time delay estimation;microphonearay;LabVIEW;generalizedquadratic crosscorrelation;weightingfunction

0 引言

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