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Volumn 15, Issue 6, 2011, Pages 854-863

Development and evaluation of multilead wavelet-based ECG delineation algorithms for embedded wireless sensor nodes

Author keywords

Ambulatory electrocardiogram; delineation; digital wavelet transform; energy constrained systems; multilead; wireless sensor node

Indexed keywords

AMBULATORY ELECTROCARDIOGRAM; DELINEATION; DIGITAL WAVELET TRANSFORMS; ENERGY-CONSTRAINED; MULTILEAD; WIRELESS SENSOR NODE;

EID: 82155188421     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2011.2163943     Document Type: Article
Times cited : (92)

References (37)
  • 1
    • 27644573085 scopus 로고    scopus 로고
    • World Health Organization, [Online]. Available:
    • World Health Organization. (2009). Cardiovascular diseases, [Online]. Available: http://www.who.int/topics/cardiovascular diseases/
    • (2009) Cardiovascular Diseases
  • 4
    • 0028211695 scopus 로고
    • Automatic detection of wave boundaries in multilead ECG signals: Validation with the CSE database
    • Feb
    • 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, no. 1, pp. 45-60, Feb. 1994.
    • (1994) Comput. Biomed. Res. , vol.27 , Issue.1 , pp. 45-60
    • Laguna, P.1    Jané, R.2    Caminal, P.3
  • 5
    • 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
  • 6
    • 0031013508 scopus 로고    scopus 로고
    • Using wavelet transform for ECG characterization
    • J. S. Sahambi, S. Tandon, and R. K. P. Bhatt, "Using wavelet transform for ECG characterization" IEEE Eng. Med. Biol., vol. 16, no. 1, pp. 77-83, 1997.
    • (1997) IEEE Eng. Med. Biol. , vol.16 , Issue.1 , pp. 77-83
    • Sahambi, J.S.1    Tandon, S.2    Bhatt, R.K.P.3
  • 7
    • 12144285744 scopus 로고    scopus 로고
    • A wavelet-based ECG delineator: Evaluation on standard databases
    • Apr
    • J. P. Martinez et al., "A wavelet-based ECG delineator: Evaluation on standard databases" IEEE Trans. Biomed. Eng., vol. 51, no. 4, pp. 570-581, Apr. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.4 , pp. 570-581
    • Martinez, J.P.1
  • 8
    • 1642290790 scopus 로고    scopus 로고
    • Automated ECG segmentation with dynamic time warping
    • H. Vullings, M. Verhaegen, and H. Verbruggen, "Automated ECG segmentation with dynamic time warping" in Proc. IEEE EMBC, 1998, pp. 163-166.
    • (1998) Proc IEEE EMBC , pp. 163-166
    • Vullings, H.1    Verhaegen, M.2    Verbruggen, H.3
  • 9
    • 0031253589 scopus 로고    scopus 로고
    • Detection of ECG waveforms by neural networks
    • Z. Dokur, T. Olmez, E. Yazgan, and O. Ersoy, "Detection of ECG waveforms by neural networks" Med. Eng. Phys., vol. 19, no. 8, pp. 738-741, 1997.
    • (1997) Med. Eng. Phys. , vol.19 , Issue.8 , pp. 738-741
    • Dokur, Z.1    Olmez, T.2    Yazgan, E.3    Ersoy, O.4
  • 10
    • 29244472223 scopus 로고    scopus 로고
    • Hidden Markov tree model applied to ECG delineation
    • S. Graja and J.-M. Boucher, "Hidden Markov tree model applied to ECG delineation" IEEE Trans. Instrum. Meas., vol. 54, no. 6, pp. 2163-2168, 2005.
    • (2005) IEEE Trans. Instrum. Meas. , vol.54 , Issue.6 , pp. 2163-2168
    • Graja, S.1    Boucher, J.-M.2
  • 11
    • 26844468863 scopus 로고    scopus 로고
    • Characteristic wave detection in ECGsignal using morphological transform
    • Y. Sun, K. L. Chan, and S. M. Krishan, "Characteristic wave detection in ECGsignal using morphological transform"BMCCardiovasc. Disorders, vol. 5, no. 28, 2005.
    • (2005) BMCCardiovasc. Disorders , vol.5 , Issue.28
    • Sun, Y.1    Chan, K.L.2    Krishan, S.M.3
  • 12
    • 79957539102 scopus 로고    scopus 로고
    • [Online]. Available:
    • Toumaz Technology. (2009). [Online]. Available: http://www.toumaz. com/public/news.php?id=92
    • (2009) Toumaz Technology
  • 13
    • 82155168944 scopus 로고    scopus 로고
    • [Online]. Available:
    • Corventis, 2009. [Online]. Available: http://www.corventis. com/AP/nuvant.asp
    • (2009) Corventis
  • 15
    • 77952722108 scopus 로고    scopus 로고
    • [Online]. Available:
    • Shimmer Sensor Platform, [Online]. Available: http://shimmerresearch. com.
    • Shimmer Sensor Platform
  • 16
  • 17
    • 33744924745 scopus 로고    scopus 로고
    • Atrial repolarization as observable during the PQ interval
    • Z. Ihara et al., "Atrial repolarization as observable during the PQ interval" J. Electrocardiol., vol. 39, no. 3, pp. 290-297, 2006.
    • (2006) J. Electrocardiol. , vol.39 , Issue.3 , pp. 290-297
    • Ihara, Z.1
  • 18
    • 50149117194 scopus 로고    scopus 로고
    • A multi-lead wavelet-based ECG delineator based on the RMS signal
    • M. Llamedo Soria et al., "A multi-lead wavelet-based ECG delineator based on the RMS signal" in Proc. Comput. Cardiol., 2006, pp. 153-156.
    • (2006) Proc. Comput. Cardiol , pp. 153-156
    • Llamedo Soria, M.1
  • 19
    • 77952736313 scopus 로고    scopus 로고
    • Multi-lead wavelet-based ECGdelineation on a wearable embedded sensor platform
    • F. Rincón, N. Boichat, V. Barbero, N. Khaled, and D. Atienza, "Multi-lead wavelet-based ECGdelineation on a wearable embedded sensor platform" in Proc. Comput. Cardiol., 2009, vol. 36, no. 9, pp. 289-292.
    • (2009) Proc. Comput. Cardiol , vol.36 , Issue.9 , pp. 289-292
    • Rincón, F.1    Boichat, N.2    Barbero, V.3    Khaled, N.4    Atienza, D.5
  • 20
    • 70349568699 scopus 로고    scopus 로고
    • Multi-lead ECG delineation using spatially projected leads from wavelet transform loops
    • Aug
    • R. Almeida, J. P. Martínez, A. P. Rocha, and P. Laguna, "Multi-lead ECG delineation using spatially projected leads from wavelet transform loops" IEEE Trans. Biomed. Eng., vol. 56, no. 8, pp. 1996-2005, Aug. 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.8 , pp. 1996-2005
    • Almeida, R.1    Martínez, J.P.2    Rocha, A.P.3    Laguna, P.4
  • 21
    • 78650820380 scopus 로고    scopus 로고
    • An automatic multi-lead electrocardiogram segmentation algorithm based on abrupt change detection
    • A. Illanes-Manriquez, "An automatic multi-lead electrocardiogram segmentation algorithm based on abrupt change detection" in Proc. IEEE EMBC, 2010, pp. 2334-2337.
    • (2010) Proc IEEE EMBC , pp. 2334-2337
    • Illanes-Manriquez, A.1
  • 22
    • 0017695924 scopus 로고
    • Electrocardiogram baseline estimation and removal using cubic splines and space-state computation techniques
    • C. R. Meyer and H. N. Keiser, "Electrocardiogram baseline estimation and removal using cubic splines and space-state computation techniques" Comp. Biol. Res., vol. 10, pp. 459-470, 1977.
    • (1977) Comp. Biol. Res. , vol.10 , pp. 459-470
    • Meyer, C.R.1    Keiser, H.N.2
  • 23
    • 0036843157 scopus 로고    scopus 로고
    • ECG signal conditioning by morphological filtering
    • Y. Sun et al., "ECG signal conditioning by morphological filtering" Comp. Biol. Med., vol. 32, no. 6, pp. 465-479, 2002.
    • (2002) Comp. Biol. Med. , vol.32 , Issue.6 , pp. 465-479
    • Sun, Y.1
  • 24
    • 0031333323 scopus 로고    scopus 로고
    • A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG
    • Sep [Online]. Available:
    • P. Laguna et al., "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, [Online]. Available: http://www.physionet. org/physiobank/database/qtdb/doc/
    • (1997) Proc. Comput. Cardiol. , pp. 673-676
    • Laguna, P.1
  • 26
    • 82155189832 scopus 로고    scopus 로고
    • [Online]. Available:
    • MSP430 microcontroller, [Online]. Available: http://www.ti.com/msp430.
    • MSP430 Microcontroller
  • 27
    • 77951891367 scopus 로고    scopus 로고
    • Tinyos: Operating system design for wireless sensor networks
    • D. Culler, "Tinyos: Operating system design for wireless sensor networks" Sensors, pp. 41-49, 2003.
    • (2003) Sensors , pp. 41-49
    • Culler, D.1
  • 29
    • 82155172306 scopus 로고    scopus 로고
    • [Online]. Available:
    • Code Composer Essentials, [Online]. Available: http://www.ti.com/cce
    • Code Composer Essentials
  • 30
    • 70350784932 scopus 로고
    • On a fast integer square root algorithm
    • T. J. Rolfe, "On a fast integer square root algorithm" SIGNUM Newsl., vol. 22, no. 4, 1987.
    • (1987) SIGNUM Newsl. , vol.22 , Issue.4
    • Rolfe, T.J.1
  • 31
    • 0022385397 scopus 로고
    • Recommendations for measurement standards in quantitative electrocardiography
    • C.S.E.W. Party, "Recommendations for measurement standards in quantitative electrocardiography" Eur. Heart J., vol. 6, pp. 815-825, 1985.
    • (1985) Eur. Heart J. , vol.6 , pp. 815-825
    • Party, C.S.E.W.1
  • 33
    • 0034291065 scopus 로고    scopus 로고
    • Protocols for selforganization of a wireless sensor network
    • Oct
    • K. Sohrabi, J. Gao, V. Ailawadhi, and G. Pottie, "Protocols for selforganization of a wireless sensor network" IEEE Pers. Commun., vol. 7, no. 5, pp. 16-27, Oct. 2000.
    • (2000) IEEE Pers. Commun. , vol.7 , Issue.5 , pp. 16-27
    • Sohrabi, K.1    Gao, J.2    Ailawadhi, V.3    Pottie, G.4
  • 35
    • 82155168938 scopus 로고    scopus 로고
    • IEEE 802.15.4 Std.WirelessMedium Access Control (MAC) and Physical Layer (PHY) specifications for low-rate wireless personal area networks (LR-WPANs IEEE)
    • IEEE 802.15.4 Std.WirelessMedium Access Control (MAC) and Physical Layer (PHY) specifications for low-rate wireless personal area networks (LR-WPANs), IEEE, 2003.
    • (2003)
  • 36
    • 82155189829 scopus 로고    scopus 로고
    • [Online]. Available:
    • Fluke, MPS450 ECG/Arrhythmia Simulator, [Online]. Available: http://www.flukebiomedical.com/Biomedical/usen/Biomedical-Test/ Simulators-&-Controllers/MPS450.htm?PID=56424
    • Fluke, MPS450 ECG/Arrhythmia Simulator


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.