期刊文献+

基于混沌系统的心电图信号分类检测方法 被引量:4

Method of ECG Classification and Detection based on Chaotic System Model
原文传递
导出
摘要 混沌系统在通信系统和类周期弱信号检测中有着广泛应用,但在复杂信号的检测中应用并不多。一种用于检测心电图信号的混沌系统和Simulink模型被给出,实验仿真结果表明通过分析比较几种典型ECG信号通过系统后的输出相图的差异可以对心电图信号进行直观检测。相空间重构结果表明通过对原始心电图信号及其对应的系统输出数据相空间重构得到的混沌特征参数进行分析比较,可以对心电图检测提供理论支持。 The chaotic system is widely used in communication system and the detection of weak periodic signals.However,it is rarely used in the detection of complex signals.A chaotic system and its corresponding Simulink model for the detection of ECG signals are presented.The simulation results show that the ECG signals could be detected intuitively througth the difference of the system output phase diagrams.The results of phase space reconstruction of each ECG sequence and its responding output phase diagram after each ECG sequence being input into the chaotic model show that the ECG signals could be detected througth the characteristics of chaotic parameters of each ECG sequence and its responding output phase diagram sequence.
作者 杨伟 朱灿焰
出处 《通信技术》 2011年第2期125-127,共3页 Communications Technology
基金 国家自然科学基金项目(批准号:61071214) 中电集团36所通信系统信息控制技术国家级重点实验室资助项目
关键词 心电图 混沌检测 相空间重构 electrocardiogram(ECG) chaotic detection phase space reconstruction
  • 相关文献

参考文献7

  • 1公茂法,张晓丽.基于小波变换的心电信号处理研究[J].山东科技大学学报(自然科学版),2007,26(3):78-82. 被引量:4
  • 2钱恭斌,腾洪梅,胡燕,丘水生.一种新的混沌键控方案——分段移位混沌键控[J].通信技术,2010,43(4):104-105. 被引量:1
  • 3许娟,胡荣林,金鹰.改进混沌调制技术的抗多径干扰性能研究[J].通信技术,2009,42(2):30-32. 被引量:4
  • 4ROSENSTEIN M T.COLLINS J J.DELUCA C J.A Practical Method for Calculating Largest Lyapunov Exponents from Small Data Sets[J].Physica D,1993(65):117-134.
  • 5KENNEL M B,BROWN R,ABARBANEL H D I.Determining Embedding Dimension for Phase-space Reconstruction using a Geometrical Construction[J].Physical Review,1992(45):3403-3411.
  • 6BROWN R,BRYANT P,ABARBANEL H D I.Computing the Lyapunov Spectrum of a Dynamical System from an Observed Time Series[J].Physical Review A,1991,43(06):2787-2806.
  • 7GRASSBERGER P,PROCACCIA I.Dimensions and Entropies of Strange Attractors from a Fluctuat ing Dynamics Approach[J].Physic D,1984,13(01):34-54.

二级参考文献47

共引文献6

同被引文献44

  • 1林慧娟,王翠萍,高洪春,李宜方.养心通脉膏外敷治疗胸痹(冠心病心绞痛)的临床研究[J].中药新药与临床药理,1996,7(2):14-16. 被引量:2
  • 2成昊,吕明,唐斌,谭舒.一种基于小波分解的直扩信号检测方法[J].电讯技术,2006,46(6):67-70. 被引量:6
  • 3高智芳,张新家.基于小波变换的除噪方法及其应用研究[J].信息安全与通信保密,2007,29(6):102-104. 被引量:16
  • 4Amann A,Tratnig R,Unterkofler K. Detecting Ventricular Fibrillation by Time-delay Methods[J].IEEE Transactions on Biomedical Engineering,2009,(02):174-177.
  • 5Arafat M A,Chowdhury A W,Hasan M K. A Simple Time Domain Algorithm for Detection of Ventricular Fibrillation in Electrocardiogram[J].Signal Image&Video Processing,2009,(03):221-228.
  • 6Fokkenrood S,Leijdekkers P,Gay V. Ventricular Tachycardia/Fibrillation Detection Algorithm for 24/7 Personal Wireless Heart Monitoring[A].IEEE Press,2010.110-120.
  • 7Wang Gang,Huang Hai,Xie Hongbo. Multifractal Analysis of Ventricular Fibrillation and Ventricular Tachycardia[J].Medical Engineering&Physics,2009,(02):375-379.
  • 8Abbas R,Aziz W,Arif M. Prediction of Ventricular Tach-yarrhythmia in ECG Using Neuro-wavelet Approach[J].Emerging Technologies,2012,(05):82-87.
  • 9Jekova I,Dushanova J,Popivanov D. Method for Ventricular Fibrillation in the External Electrocardiogram Using NonlinearPrediction,Institute of Physics Publishing[J].Physiological Measurement,2012,(02):337-345.
  • 10Sun Y,Chan K L,Krishnan S M. Life-threatening Ventricular Arrhythmia Recognition by Nonlinear Descriptor[J].BioMedical Engineering OnLine,2010,(02):503-511.

引证文献4

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部