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利用小波级数检测睡眠EEG中的K-复合波 被引量:1

Detecting of K-Complex from Sleep EEG by Wavelet Series
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摘要 本文提出了一种利用小波级数检测睡眠脑电(EEG)中K- 复合波的方法。这种方法使用Daubechies正交小波基, 把EEG信号分解成4个尺度上的小波级数, 利用最大尺度上的信号逼近检测K- 复合波中的大慢波脉冲,然后,利用信号细节检测紧跟大慢波脉冲之后的梭形波。实际检测结果表明这种方法能够有效地检出睡眠EEG中的K- 复合波。 A new method to detect the K-complex from the sleep EEG (electroen cephalogram) by wavelet series automatically is presented in this paper. The EEG signals are decomposed into wavelet series of 4 scales with the fifth order daubechies wavelet. The large slow wave in K complexe was approximated with the signals on the largest scale, and then the spindles following the large slow wave in K complex was able to be detected using the details of the signals. Experiments showed that we can detect the K-complexes in the sleep EEG effectively.
出处 《北京生物医学工程》 EI 2000年第1期1-5,共5页 Beijing Biomedical Engineering
关键词 脑电图 睡眠 K-复合波 小波级数 自动检测 Sleep EEG K-complex Wavelet series Automatic detection
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参考文献6

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同被引文献6

  • 1Adeli H, Zhou Z Q, Dadmehr N. Analysis of EEG records in an epileptic patient using wavelet transform [ J ]. Neu- rosci Methods ,2003,123 ( 1 ) :69-87.
  • 2Oropesa E, Cycon H L, Jobert M. Sleep stage classifica- tion using wavelet transform and neural network [ R ]. IC- SI Technical Report, TR-99-008,1999.
  • 3Sweldems W. The lifting scheme:A construction of sec- ond generation wavelet[ J ]. SLAM Journal on Mathemati- cal Analysis, 1998,29 (2) :511-546.
  • 4Geva A B,Kerem D It. Fotccasting gcncalized cpileplicseizures from the EEG signal by wavelet analysis and dy- namic unsupervised fuzzy clustering [ J ]. IEEE Transac- tions on Biomedical Engineering, 1998, 45 ( 10 ) : 1205-1216.
  • 5沈民奋,孙丽莎,沈凤麟.基于小波变换的动态脑电节律提取[J].数据采集与处理,1999,14(2):183-186. 被引量:14
  • 6邵晨曦,卢继军,周颢.基于小波变换的脑电图癫痫波形检测[J].生物医学工程学杂志,2002,19(2):259-263. 被引量:12

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