Novel approach to fuzzy-wavelet ECG signal analysis for a mobile device

Journal of Medical Systems

Volumn 34, Issue 1, 2010, Pages 71-81

  Tseng, Ching En ^a   Peng, Ching Yu ^a   Chang, Ming Wei ^a   Yen, Jia Yush ^a   Lee, Chih Kung ^b   Huang, Tse Shih ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Discrete wavelet transform (DWT); ECG; Embedded system; Fuzzy C means (FCM); Windows CE

Indexed keywords

ARTICLE; CLUSTER ANALYSIS; COMPUTER PROGRAM; COMPUTER SYSTEM; CONTROLLED STUDY; ELECTROCARDIOGRAPHY; ELECTROCARDIOGRAPHY MONITORING; FUZZY SYSTEM; HUMAN; REMOTE SENSING; SIGNAL DETECTION; SIGNAL PROCESSING; SPECTRAL SENSITIVITY;

ELECTROCARDIOGRAPHY, AMBULATORY; FUZZY LOGIC; HUMANS; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 77949263112     PISSN: 01485598     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10916-008-9217-x     Document Type: Article

References (20)

1. S. Wu Y. Qian Z. Gao J. Lin 2001 A novel method for beat-to-beat detection of ventricular late potentials IEEE Transactions on Biomedical Engineering BME 48 931 935 10.1109/10.936369 (Pubitemid 32703045)
2. S. Kadambe R. Murray G. F. Boudreaux-Bartels 1999 Wavelet transform-based QRS complex detector IEEE Transactions on Biomedical Engineering 46 838 848 10.1109/10.771194 (Pubitemid 29304712)
3. P. S. Addison J. N. Watson G. R. Glegg M. Holzer F. Sterz C. E. Robertson 2000 Evaluating arrhythmias in ECG signals using wavelet transforms IEEE Engineering in Medicine and Biology Magazine 19 104 109 10.1109/51.870237 (Pubitemid 30727513)
4. C. Li C. Zheng C. Tai 1995 Detection of ECG characteristic points usingwavelet transforms IEEE Transactions on Biomedical Engineering 42 21 28 10.1109/10.362922
5. Castro, B., Kogan, D., & Geva, A. B. (2000). ECG feature extraction using optimal mother wavelet. In Proc. 21st IEEE Convention of the Electrical and Electronic Engineers in Israel, pp. 346-350.
6. H. L. Chan Y. C. Siao S. W. Chen S. F. Yu 1995 Wavelet-based ECG compression by bit-field preserving and running length encoding Computer Methods and Programs in Biomedicine 90 90 1 8
7. L. Senhadji G. Carrault J. J. Bellanger G. Passariello 1995 Comparing wavelet transforms for recognizing cardiac patterns IEEE Engineering in Medicine and Biology Magazine 14 167 173 10.1109/51.376755
8. A. Lewicke E. Sazonov M. J. Corwin M. Neuman S. Schuckers 2008 Sleep versus wake classification from heart rate variability using computational intelligence: consideration of rejection in classification models IEEE Transactions on Biomedical Engineering 55 1 108 118 10.1109/TBME.2007.900558
9. A. Loskutov O. Mironyuk 2007 Time series analysis of ECG: a possibility of the initial diagnostics International Journal of Bifurcation and Chaor 17 10 3709 3713 1141.37366 10.1142/S0218127407019615
10. E. D. Ubeyli 2008 Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats Digital Signal Processing 18 33 48 10.1016/j.dsp.2007.05.005 (Pubitemid 350184350)
11. S. S. Mehta N. S. Lingayat 2008 Combined entropy based method for detection of QRS complexes in 12-lead electrocardiogram using SVM Computers in Biology and Medicine 38 138 145 10.1016/j.compbiomed.2007.08.003 (Pubitemid 350250795)
12. K. Polat B. Akdemir S. Gunes 2008 Computer aided diagnosis of ECG data on the least square support vector machine Digital Signal Processing 18 25 32 10.1016/j.dsp.2007.05.006 (Pubitemid 350184351)
13. C. M. Fira L. Goras 2008 An ECG signals compression method and its validation using NNs IEEE Transactions on Biomedical Engineering 55 4 1319 1326 10.1109/TBME.2008.918465
14. W. Jiang S. G. Kong 2007 Block-based neural networks for personalized ECG signal classification IEEE Transactions on Neural Networks 18 6 1750 1761 10.1109/TNN.2007.900239 (Pubitemid 350148425)
15. Bezdek, J. C., Pattern recognition with fuzzy objective function algorithms. Plenum, New York, 1981.
16. S. G. Mallat 1989 A theory for multiresolution signal decomposition: the wavelet representation IEEE Transactions on Pattern Analysis and Machine Intelligence 11 674 693 0709.94650 10.1109/34.192463
17. Burrus, C. S., Gopinath, R. A., and Guo, H., Introduction to wavelet and wavelet transform-A primer. Prentice Hall, Upper Saddle River, NJ, 1998.
18. Daubechies, I., Ten lectures on wavelets. SIAM, Philadelphia, 1992.
19. R. N. Dave R. Krishnapuram 1997 Robust clustering methods: A unified view IEEE Transactions on Fuzzy Systems 5 2 270 293 10.1109/91.580801
20. K. S. Al-Sultan C. A. Fedjki 1997 A tabu search-based algorithm for the Fuzzy Clustering Problem Pattern Recognition 30 12 2023 2030 10.1016/S0031-3203(97)00020-4