Strategic Study of CAE >> 2002, Volume 4, Issue 12
Frequency-domain Analysis of ECG Signals
Beijing Polytechnic University, Beijing 100022, China
Next Previous
Abstract
A new simple approach to effectively detect QRS — T complexes in ECG curve is described, so as to easily get the P-wave (when AF does not happen) or the f-wave (when AF happens). By means of signal processing techniques such as the power spectrum function, the auto-correlation function and cross-correlation function, two kinds of ECG signals when AF does or does not happen were successively analyzed, showing the evident differences between them.
Keywords
ECG curve ; P-wave ; f-wave ; AF (atrial fibrillation) ; histogram ; power spectrum ; autocorrelation ; cross-correlation
References
[ 1 ] KohlerBU , HenningC , OrglmeisterR .TheprinciplesofsoftwareQRSdetection[J].IEEEEngineeringinMedicineandBiology, 2002, (January/February) :42~57
[ 2 ] KeselbrenerL , KeselbrenerM , AkselrodS .NonlinearhighpassfilterforR wavedetectioninECGsignal[J].MedEngPhys, 1997, 19 (5) :481~484
[ 3 ] KohlerBU , HennigC , OrglmeisterR .QRSdetectionusingzerocrossingcounts[J].IntJMedInformatics, 1998, 52 (1~3) :191~208
[ 4 ] MahalingamN , kumarD .Neuralnetworksforsignalprocessingapplications:ECGclassification[J ].AustralasPhysEngSciMed, 1997, 20 (3) :147~151
[ 5 ] InoueH , IwasakiS , ShimazuM , etal.DetectionofQRScomplexinECGusingwavelettransform (inJapanese) [J].IEICEGenConf, 1997, 67 (A 4) :198~207
[ 6 ] KadambeS , MurrayR , BoudreauxBartelsGF .Wavelettransform basedQRScomplexdetector[J].IEEETransBiomedEng, 1999, 46:838~848
[ 7 ] LiCW , ZhengCX , YuanCW .DetectionofECGcharacteristicpointsusingwavelettransform[J].IEEETransonBME , 1995, 42 (1) :21~28
[ 8 ] BahouraM , HassamiM , HubinM .DSPimplementationofwavelettransformforrealtimeECGwaveformsdetectionandheartrateanalysis[J].ComputerMethodsandPrograminBiomedicine, 1997, 55 (1) :35~44
[ 9 ] SahambiJS , TandonSN , BhattRKP .Anewapproachforin lineECGcharacterization[A ].ProceedingofFifteenthSouthernBiomedicalEngineeringConference[C].Dayton, USA , 1996.409~411
[10] SahambiJS , TandonSN , BhattRKP .UsingwavelettransformforECGcharacterization[J].IEEEEngMedBiol, 1997, 16 (1) :77~83