Transition detection in body movement activities for wearable ECG

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 6, 2007, Pages 1149-1152

  Pawar, Tanmay ^a   Anantakrishnan, N S ^a   Chaudhuri, Subhasis ^a   Duttagupta, Siddhartha P ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

Body movement activity; Motion artifacts; Principal component analysis; Transition detection; Wearable ECG

Indexed keywords

BIOMECHANICS; DATA RECORDING; ELECTROCARDIOGRAPHY; PATIENT MONITORING; PRINCIPAL COMPONENT ANALYSIS; RECORDING INSTRUMENTS;

BODY MOVEMENT ACTIVITY; MOTION ARTIFACTS; TRANSITION DETECTION; WEARABLE ELECTROCARDIOGRAM (ECG) SIGNAL RECORDERS;

MEDICAL IMAGING;

ADULT; ALGORITHM; ARTICLE; ARTIFACT; BODY MOVEMENT; CONTROLLED STUDY; ELECTROCARDIOGRAM; HUMAN; MOTION; NORMAL HUMAN; PATIENT MONITORING; PRINCIPAL COMPONENT ANALYSIS;

ADULT; ALGORITHMS; ARTIFACTS; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY, AMBULATORY; FEMALE; HUMANS; MALE; MOTOR ACTIVITY; MOVEMENT; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34249282720     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.891950     Document Type: Article

References (15)

1. T. Pawar, S. Chaudhuri, and S. P. Duttagupta, "Body movement activity recognition for ambulatory cardiac monitoring," IEEE Trans. Biomed. Eng., vol. 54, 5, pp. 874-882, May 2007.
2. T. Pawar, S. Chaudhuri, and S. P. Duttagupta, "Analysis of ambulatory ECG singnal," in Proc. 28th IEEE EMBC Conf., New York, Aug.-Sep. 2006, pp. 3094-3097.
3. V. S. Nimbargi, V. M. Gadre, and S. Mukherji, "Characterization of ECG motion artifacts using wavelet transform and neural networks," presented at the Indian Conf. Medical Informatics and Telemedicine, Kharagpur, West Bengal, India, 2005.
4. F. Jager, G. B.Moody, and R. G. Mark, "Detection of transient ST segment episodes during ambulatory ECG monitoring," Comput. Biomed. Res., vol. 31, pp. 305-322, 1998.
5. M. Astrom, J. Garcia, P. Laguna, and L. Sornmo, "ECG based detection of body position changes," Signal Process. Rep., vol. SPR-48, pp. 1-34, November 2000.
6. J. Garcia, M. Astrom, J. Mendive, P. Laguna, and L. Sornmo, "ECG-based detection of body position changes in ischemia monitoring," IEEE Trans. Biomed. Eng., vol. 50, no. 6, pp. 677-685, Jun. 2003.
7. C. L. Fancourt and J. C. Principe, "On the use of neural networks in the generalized likelihood ratio test for detecting abrupt changes in signals," in IJCNN, 2000, pp. 243-248.
8. M. Khalil and J. Duchene, "Uterine EMG analysis: A dynamic approach for change detection and classification," IEEE Trans. Biomed. Eng., vol. 47, no. 6, pp. 748-756, Jun. 2000.
9. Y. Al-Assaf, "Surface myoelectric signal analysis: Dynamic approaches for change detection and classification," IEEE Trans. Biomed. Eng., vol. 53, no. 11, pp. 2248-2256, Nov. 2006.
10. W. Li, H. H. Yue, S. Valle-Cervantes, and S. J. Qin, "Recursive PCA for adaptive process monitoring," J. Process Control, vol. 10, no. 5, pp. 471-486, Oct. 2000.
11. M. Shojaei-Baghini, R. K. Lal, and D. K. Sharma, "A low-power and compact analog CMOS processing chip for portable ECG recorders," presented at the A-SSCC'05, Hshinchu, Taiwan, Nov. 2005.
12. J. Pan and W. L. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. 32, no. 3, pp. 230-236, Mar. 1985.
13. Y. N. Rao and J. C. Principe, "Time series segmentation using a novel adaptive eigendecomposition algorithm," J. VLSI Signal Process., vol. 32, no. 1-2, pp. 7-17, Aug. 2002.
14. P. Laguna, R. Jane, and P. Caminal, "Adaptive feature extraction for QRS classification and ectopic beat detection," in Proc. Comput. Cardiol., 1991, pp. 613-616.
15. J. S. Paul, M. R. S. Reddy, and V. J. Kumar, "Automatic detection of PVC's using autoregressive models," in Proc. 19th IEEE EMBC Conf., 1997, pp. 68-71.