메뉴 건너뛰기




Volumn 17, Issue 2, 2013, Pages 459-469

A low-complexity ECG feature extraction algorithm for mobile healthcare applications

Author keywords

Discrete wavelet transform (DWT); Electrocardiogram (ECG) feature extraction; Low complexity algorithm; Mobile healthcare

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; DISCRETE WAVELET TRANSFORMS; ELECTROCARDIOGRAPHY; EXTRACTION; FEATURE EXTRACTION; FREQUENCY DOMAIN ANALYSIS; HEALTH CARE; MHEALTH; SIGNAL RECONSTRUCTION; TIME DOMAIN ANALYSIS;

EID: 84885095721     PISSN: 21682194     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2012.2231312     Document Type: Article
Times cited : (162)

References (39)
  • 3
    • 84885162858 scopus 로고    scopus 로고
    • [Online]. Available
    • Chiron Project. (2010). [Online]. Available: www.chiron-project.eu
    • (2010)
  • 4
    • 82155188421 scopus 로고    scopus 로고
    • Development and evaluation of multilead wavelet-based ECG delineation algorithms for embedded wireless sensor nodes
    • Nov.
    • F. Rincón, J. Recas, N. Khaled, and D. Atienza, "Development and evaluation of multilead wavelet-based ECG delineation algorithms for embedded wireless sensor nodes," IEEE Trans. Inf. Technol. Biomed., vol. 15, no. 6, pp. 854-863, Nov. 2011.
    • (2011) IEEE Trans. Inf. Technol. Biomed. , vol.15 , Issue.6 , pp. 854-863
    • Rincón, F.1    Recas, J.2    Khaled, N.3    Atienza, D.4
  • 5
    • 0022385397 scopus 로고
    • Recommendations for measurement standards in quantitative electrocardiography
    • The CSE working party, Oct.
    • "The CSE working party, "Recommendations for measurement standards in quantitative electrocardiography," Eur. Heart J., vol. 6, no. 10, pp. 815-825, Oct. 1985.
    • (1985) Eur. Heart J. , vol.6 , Issue.10 , pp. 815-825
  • 6
    • 14844283547 scopus 로고    scopus 로고
    • Physiobank, physiotoolkit, and physionet components of a new research resource for complex physiologic signals
    • Jun. 13
    • A. L. Goldberger et al., "Physiobank, physiotoolkit, and physionet components of a new research resource for complex physiologic signals," Circulation, vol. 101, no. 23, Jun. 13, 2000.
    • (2000) Circulation , vol.101 , Issue.23
    • Goldberger, A.L.1
  • 7
    • 0020816086 scopus 로고
    • Delineation of the QRS complex using the envelope of the E.C.G
    • M. Nygårds and L. Sörnmo, "Delineation of the QRS complex using the envelope of the E.C.G.," Med. Biol. Eng. Comput., vol. 21, pp. 538-547, 1983.
    • (1983) Med. Biol. Eng. Comput. , vol.21 , pp. 538-547
    • Nygårds, M.1    Sörnmo, L.2
  • 9
    • 0021892137 scopus 로고
    • A real-time QRS detection algorithm
    • Mar.
    • J. Pan and W. J. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. 32, no. 3, pp. 230-236, Mar. 1985.
    • (1985) IEEE Trans. Biomed. Eng. , vol.32 , Issue.3 , pp. 230-236
    • Pan, J.1    Tompkins, W.J.2
  • 10
    • 0022929617 scopus 로고
    • Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
    • Dec.
    • P. S. Hamilton and W. J. Tompkins, "Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database," IEEE Trans. Biomed. Eng., vol. 33, no. 12, pp. 1157-1165, Dec. 1986.
    • (1986) IEEE Trans. Biomed. Eng. , vol.33 , Issue.12 , pp. 1157-1165
    • Hamilton, P.S.1    Tompkins, W.J.2
  • 11
    • 0023506792 scopus 로고
    • A model-based approach to QRS delineation
    • Dec.
    • L. Sörnmo, "A model-based approach to QRS delineation," Comput. Biomed. Res., vol. 20, pp. 526-542, Dec. 1987.
    • (1987) Comput. Biomed. Res. , vol.20 , pp. 526-542
    • Sörnmo, L.1
  • 12
    • 0021964239 scopus 로고
    • Assessment of the performance of electrocardiographic computer programs with the use of a reference data base
    • Mar.
    • J. Willems et al., "Assessment of the performance of electrocardiographic computer programs with the use of a reference data base," Circulation, vol. 71, no. 3, pp. 523-525, Mar. 1985
    • (1985) Circulation , vol.71 , Issue.3 , pp. 523-525
    • Willems, J.1
  • 13
    • 0024069268 scopus 로고
    • Towards a generalized scheme for QRS detection in ECG waveforms
    • Sep.
    • F. Gritzali, "Towards a generalized scheme for QRS detection in ECG waveforms," Signal Process., vol. 15, pp. 183-192, Sep. 1988.
    • (1988) Signal Process. , vol.15 , pp. 183-192
    • Gritzali, F.1
  • 16
    • 33746630271 scopus 로고    scopus 로고
    • ECG signal analysis through Hidden Markov Models
    • Aug.
    • R. V. Andreão, B. Dorizzi, and J. Boudy, "ECG signal analysis through Hidden Markov Models," IEEE Trans. Biomed. Eng., vol. 53, no. 8, pp. 1541-1549, Aug. 2006.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.8 , pp. 1541-1549
    • Andreão, R.V.1    Dorizzi, B.2    Boudy, J.3
  • 17
    • 61849151828 scopus 로고    scopus 로고
    • ECG beats classification based on ensemble feature composed of independent components and QRS complex width
    • Z. Yong, H. Wenxue, X. Yonghong, and C. Jianxin, "ECG beats classification based on ensemble feature composed of independent components and QRS complex width," in Proc. Int. Conf. Comput. Sci. Softw. Eng., Dec. 2008, vol. 1, pp. 868-871.
    • Proc. Int. Conf. Comput. Sci. Softw. Eng., Dec. 2008 , vol.1 , pp. 868-871
    • Yong, Z.1    Wenxue, H.2    Yonghong, X.3    Jianxin, C.4
  • 19
    • 0033312070 scopus 로고    scopus 로고
    • ECG waveform classification using the neural network and wavelet transform
    • Z. Dokur, T. Olmez, and E. Yazgan, "ECG waveform classification using the neural network and wavelet transform," in Proc. IEEE Eng. Med. Biol. Soc., 1999, vol. 1, p. 273.
    • Proc. IEEE Eng. Med. Biol. Soc., 1999 , vol.1 , pp. 273
    • Dokur, Z.1    Olmez, T.2    Yazgan, E.3
  • 20
    • 0034445049 scopus 로고    scopus 로고
    • Wavelet transform and neural-network based adaptive filtering for QRS detection
    • S. Szilágyi and L. Szilágyi, "Wavelet transform and neural-network based adaptive filtering for QRS detection," in Proc. IEEE Eng. Med. Biol. Soc., Jul. 2000, vol. 1, pp. 1267-1270.
    • Proc. IEEE Eng. Med. Biol. Soc., Jul. 2000 , vol.1 , pp. 1267-1270
    • Szilágyi, S.1    Szilágyi, L.2
  • 22
    • 33846828676 scopus 로고    scopus 로고
    • Combining wavelet transform and hidden Markov models for ECG segmentation
    • Jan.
    • R. V. A. Andreão and J. Boudy, "Combining wavelet transform and hidden Markov models for ECG segmentation," EURASIP J. Appl. Signal Process., vol. 2007, pp. 95-95, Jan. 2007
    • (2007) EURASIP J. Appl. Signal Process. , vol.2007 , pp. 95-95
    • Andreão, R.V.A.1    Boudy, J.2
  • 24
    • 0028960610 scopus 로고
    • Detection of ECG characteristic points using wavelet transforms
    • Jan.
    • C. Li, C. Zheng, and C. Tai, "Detection of ECG characteristic points using wavelet transforms," IEEE Trans. Biomed. Eng., vol. 42, no. 1, pp. 21-28, Jan. 1995.
    • (1995) IEEE Trans. Biomed. Eng. , vol.42 , Issue.1 , pp. 21-28
    • Li, C.1    Zheng, C.2    Tai, C.3
  • 27
  • 28
    • 0031023185 scopus 로고    scopus 로고
    • DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis
    • DOI 10.1016/S0169-2607(97)01780-X, PII 0169260797017804
    • M. Bahoura, M. Hassani, and M. Hubin, "DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis," Comput. Methods Progr. Biomed., vol. 52, no. 1, pp. 35-44, 1997. (Pubitemid 27066962)
    • (1997) Computer Methods and Programs in Biomedicine , vol.52 , Issue.1 , pp. 35-44
    • Bahoura, M.1    Hassani, M.2    Hubin, M.3
  • 30
    • 84870680381 scopus 로고    scopus 로고
    • Automatic ECG segmentation based on Wavelet Transform Modulus Maxima
    • K. Ouni, S. Ktata, and N. Ellouze, "Automatic ECG segmentation based on Wavelet Transform Modulus Maxima," in Proc. IMACS, Oct. 2006, vol. 1, pp. 140-144.
    • Proc. IMACS, Oct. 2006 , vol.1 , pp. 140-144
    • Ouni, K.1    Ktata, S.2    Ellouze, N.3
  • 33
    • 0343807459 scopus 로고    scopus 로고
    • Evaluation of a wavelet-based ECG waveform detector on the QT database
    • J. Martinez, S. Olmos, and P. Laguna, "Evaluation of a wavelet-based ECG waveform detector on the QT database," in Comput. Cardiol., 2000, pp. 81-84.
    • (2000) Comput. Cardiol. , pp. 81-84
    • Martinez, J.1    Olmos, S.2    Laguna, P.3
  • 35
    • 77954868434 scopus 로고    scopus 로고
    • Shimmer™ - A wireless sensor platform for noninvasive biomedical research
    • Sep.
    • A. Burns et al., "Shimmer™ - A wireless sensor platform for noninvasive biomedical research," IEEE Sensors J., vol. 10, no. 9, pp. 1527-1534, Sep. 2010.
    • (2010) IEEE Sensors J. , vol.10 , Issue.9 , pp. 1527-1534
    • Burns, A.1
  • 36
    • 0031333323 scopus 로고    scopus 로고
    • A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG
    • P. Laguna, R. Mark, A. Goldberg, and G. Moody, "A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG," in Proc. Comput. Cardiol., Sep. 1997, pp. 673-676.
    • Proc. Comput. Cardiol., Sep. 1997 , pp. 673-676
    • Laguna, P.1    Mark, R.2    Goldberg, A.3    Moody, G.4
  • 37
    • 26444541663 scopus 로고    scopus 로고
    • ECGScan: A method for conversion of paper electrocardiographic printouts to digital electrocardiographic files
    • DOI 10.1016/j.jelectrocard.2005.04.003, PII S0022073605000774
    • F. Badilini, T. Erdem, W. Zareba, and A. Moss, "ECGScan: A method for conversion of paper electrocardiographic printouts to digital electrocardiographic files," J. Electrocardiol., vol. 38, no. 4, pp. 310-318, Oct. 2005. (Pubitemid 41433354)
    • (2005) Journal of Electrocardiology , vol.38 , Issue.4 , pp. 310-318
    • Badilini, F.1    Erdem, T.2    Zareba, W.3    Moss, A.J.4
  • 38
    • 0028211695 scopus 로고
    • Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database
    • DOI 10.1006/cbmr.1994.1006
    • P. Laguna, R. Jané, and P. Caminal, "Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database," Comput. Biomed. Res., vol. 27, pp. 45-60, Feb. 1994. (Pubitemid 24095330)
    • (1994) Computers and Biomedical Research , vol.27 , Issue.1 , pp. 45-60
    • Laguna, P.1    Jane, R.2    Caminal, P.3
  • 39
    • 0030316065 scopus 로고    scopus 로고
    • Automatic measurement of the QRS onset and offset in individual ECG leads
    • P. de Chazal and B. Celler, "Automatic measurement of the QRS onset and offset in individual ECG leads," in Proc. IEEE Eng. Med. Biol. Soc., 1996, vol. 4, pp. 1399-1400.
    • Proc. IEEE Eng. Med. Biol. Soc., 1996 , vol.4 , pp. 1399-1400
    • De Chazal, P.1    Celler, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.