Abnormal ECG signal detection based on compressed sampling in Wearable ECG sensor

2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011

Volumn , Issue , 2011, Pages

  Ding, Hao ^a,b   Sun, Hong ^a   Hou, Kun Mean ^b  

^a WUHAN UNIVERSITY   (China)

^b UNIVERSITÉ BLAISE PASCAL   (France)

Author keywords

cardiac arrhythmia; compressed Sensing (CS); electrocardiography (ECG); system on Chip (SoC); wearable ECG sensor

Indexed keywords

ANALOG SIGNALS; ANALOG-DIGITAL CONVERTER; CARDIAC ARRHYTHMIA; COMPRESSED SENSING; ESTIMATING PARAMETERS; FLASH MEMORY CARD; QUALITY OF INFORMATION; SYSTEM ON CHIP (SOC); WEARABLE ECG;

BODY SENSOR NETWORKS; COMPUTATIONAL COMPLEXITY; DISEASES; ELECTROCARDIOGRAPHY; ENERGY UTILIZATION; FLASH MEMORY; HEART; PROGRAMMABLE LOGIC CONTROLLERS; SENSORS; SIGNAL RECONSTRUCTION; SMART CARDS; WIRELESS TELECOMMUNICATION SYSTEMS;

SIGNAL DETECTION;

EID: 84555186876     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCSP.2011.6096677     Document Type: Conference Paper

References (13)

1. H. Y. Zhou, K. M. Hou, J. Ponsonnaille, L. Gineste, J. Coudon, G. D. Sousa, C. D. Vaulx, J. J. Li, P. Chainais, R. Aufrère, A. Amamra, J. P. Chanet, "Remote Continuous Cardiac Arrhythmias Detection and Monitoring," in Studies in Health Technology and Informatics, IOS Press, pp. 112-120, 2004.
2. H. Y. Zhou, K. M. Hou, J. Ponsonnaille, L. Gineste, C. d. Vaulx, J. Coudon, G. D. Sousa, J. J. Li, P. Chainais, R. Aufrère, A. Amamra, J. P. Chanet, "Real-time Cardiac Arrhythmia Tele-Assistance and Monitoring Platform: RECATA," Proc. ICOST'05. From Smart Homes to Smart Care, Assistive Technology Research Series, 15: 99-106, 2005.
3. R. Robucci, L. K. Chiu, J. Gray, J. Romberg, P. Hasler, D. Anderson, "Compressive Sensing on a CMOS Separable Transform Image sensor", IEEE Int. Conf. Acoustics, Speech, and Signal Processing, 4: 5125-5128, 2008.
4. E. J. Candès, and M. B. Wakin, "An Introduction To Compressive Sampling," IEEE Signal Proc Mag., 25: 21-30, 2008.
5. R. G. Baraniuk, "Compressive Sensing," IEEE Signal Proc Mag., 24: 118-120, 2007.
6. P. K. Baheti, and H. Garudadri, "An Ultra Low Power Pulse Oximeter Sensor Based On Compressed Sensing," IEEE Computer Society, Sixth Int. Workshop on Wearable and Implantable Body Sensor Networks, 144-148, 2009.
7. L. Senhadii, G. Carrault, J. J. Bellanger, and G. Passariello, "Comparing Wavelet Transforms for Recognizing Cardiac Patterns," IEEE Eng. Med. Biol. Mag., 14: 167-172, 1995.
8. M. Unser, "A Review of Wavelet in Biomedical Applications," Proc. IEEE., 84: 626-638, 1996.
9. C. W. Li, C. X. Zheng and C. F. Tai, "Detection of ECG characteristic points using wavelet transforms," IEEE T. Bio-Med. Eng., vol. 42, pp. 21-28, 1995
10. J.M. Bioucas-Dias andM. A.T. Figueiredo, "A New TwIST: Two-step Iterative Shrinkage/Thresholding Algorithms for Image Restoration," IEEE T. Image. Process, vol. 16, no. 12, pp. 2992-3004, 2007.
11. M. E. Tipping, "Sparse Bayesian Learning and the Relevance Vector Machine," J. Mach. Learn. Res., V1. 2001.
12. J. Haupt, R. Castro, R. Nowak, G. Fudge, A. Yeh, "Compressive Sampling for Signal Classification," Proc. 40th Asilomar Conf. on Signals, Systems, and Computers, 1430-1434, 2006.
13. M. Mishali, Y. C. Eldar, J. A. Tropp, "Efficient Sampling of Sparse Wideband Analog Signals," Electrical and Electronics Engineers in Israel, 290-294, 2008.