Applicability of initial optimal maternal and fetal electrocardiogram combination vectors to subsequent recordings

doi:10.1088/1674-1056/23/11/118702

Abstract

A series of experiments are conducted to confirm whether the vectors calculated for an early section of a continuous non-invasive fetal electrocardiogram (fECG) recording can be directly applied to subsequent sections in order to reduce the computation required for real-time monitoring. Our results suggest that it is generally feasible to apply the initial optimal maternal and fetal ECG combination vectors to extract the fECG and maternal ECG in subsequent recorded sections.

Keywords: fetal monitoring real-time multi-channel recording independent component analysis (ICA) periodic component analysis

Received: 25 April 2014
Revised: 09 June 2014
Accepted manuscript online:

PACS:

87.85.-d

(Biomedical engineering)

Fund:

Project supported by the National Natural Science Foundation of China (Grant No. 61271079).

Corresponding Authors: Liu Tie-Bing, Liu Hong-Xing
E-mail: njbull@163.com;njhxliu@nju.edu.cn

Cite this article:

Yan Hua-Wen (闫华文), Huang Xiao-Lin (黄晓林), Zhao Ying (肇莹), Si Jun-Feng (司峻峰), Liu Tie-Bing (刘铁兵), Liu Hong-Xing (刘红星) Applicability of initial optimal maternal and fetal electrocardiogram combination vectors to subsequent recordings 2014 Chin. Phys. B 23 118702

[1]	Hasan M A, Reaz M B I, Ibrahimy M I, Hussain M S and Uddin J 2009 Biol. Proced. Online 11 263
[2]	Zhang J M, Guan Q, Tang L M, Liu T B, Liu H X, Huang X L and Si J F 2014 Chin. Phys. B 23 018701
[3]	Zheng W, Liu H X and Cheng J C 2011 Biomed. Tech. 56 309
[4]	Vullings R, Peters C H L, Sluijter R J, Mischi M, Oei S G and Bergmans J W M 2009 Physiol. Meas. 30 291
[5]	Zheng W, L H X, He A J, Ning X B and Cheng J C 2010 Med. Eng. Phys. 32 708
[6]	Zheng W, Wei X Y, Zhong J and Liu H X 2013 Comput. Meth. Prog. Bio. 112 125
[7]	Ouali M A and Chafaa K 2013 Computer Applications Technology (ICCAT), 2013 International Conference on, January 20-22, 2013 Sousse, p. 1
[8]	Oosterom A V 1986 J. Perinat. Med. 14 411
[9]	Su L, Ma L, Sun B W and Guo S M 2014 Acta Phys. Sin. 63 104302 (in Chinese)
[10]	Zheng W, Liu H X and Cheng J C 2012 IET Signal Process 6 171
[11]	Shi Z W and Zhang C S 2007 Neurocomputing 70 1547
[12]	Sameni R, Jutten C and Shamsollahi M B 2008 IEEE Trans. Biomed. Eng. 55 1935
[13]	Tsalaile T, Sameni R, Sanei S, Jutten C and Chambers J 2009 IEEE Trans. Biomed. Eng. 56 646
[14]	Hyvarinen A and Oja E 1997 Neural. Comput. 9 1483
[15]	Cardoso J F 1989 Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on, May 23-26, 1989 Glasgow, p. 2109
[16]	Wei L and Rajapakse J C 2005 IEEE Trans Neural. Networ. 16 203
[17]	Wei L and Rajapakse J C 2006 Neurocomputing 69 2244
[18]	Martin-Clemente R, Camargo-Olivares J L, Hornillo-Mellado S, Elena M and Roman I 2011 IEEE Trans. Biomed. Eng. 58 227
[19]	You R Y and Chen Z 2005 Chin. Phys. 14 2176
[20]	Chen H B, Feng J C and Fang Y 2008 Chin. Phys. Lett. 25 405
[21]	The MIT-BIH Non-Invasive Fetal Electrocardiogram Database. Available at: http://www.physionet.org/physiobank/database/nifecgdb/ [1 May 2013]
[22]	Jafari M G and Chambers J A 2005 IEEE Trans. Biomed. Eng. 52 390

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Applicability of initial optimal maternal and fetal electrocardiogram combination vectors to subsequent recordings

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