Magnetocardiac signal analysis based on multiple time windows beamformer method

Wang Wei-Yuan; Jiang Shi-Qin; Zhou Da-Fang; Zhu Jia-Chen; Yan Yu-Rui; Quan Wei-Wei

doi:10.7498/aps.63.248702

Abstract

A beamformer method based on multiple time windows is proposed to estimate the equivalent current sources of different strength and duration from multi-channel magnetocardiography data. This technique of visualizing cardiac electric activities will be a great help to the diagnosis of relevant heart diseases. Feasibility of this beamformer method has been proved by simulation experiments of two known sources. Source estimation results and two-dimensional excitation propagation diagrams of a complete left bundle branch block and a complete right bundle branch block patients during QRS complex are taken to be compared. The revealed characteristics of their electrophysiological phenomena are analyzed.

Keywords:

Authors and contacts

1.
School of Electronics and Information Engineering, Tongji University, Shanghai 201804, China;
2.
Department of Cardiology, Rui Jin Hospital and College of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
Funds: Project supported by the National Natural Science Foundation of China (Grant No. 60771030), the National High-Technology Research and Development Program of China (Grant No. 2008AA02Z308), the Shanghai Science and Technology Development Foundation, China (Grant No. 08JC1421800), the Shanghai Leading Academic Discipline Project, China (Grant No. B004), the Open Project of State Key Laboratory of Function Materials for Information, China (Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences), and the Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai, China (Grant No. 13DZ2272200-2).

References

[1]	Cohen D, Edelsack E A, Zimmerman J E 1970 Appl. Phys. Lett. 16 278
[2]	Nenonen J, Katila T, Leinio M, Montonen J, Makijarvi M, Siltanen P 1991 IEEE Trans. Biomed. Eng. 38 648
[3]	Ziolkowski M, Haueisen J, Leder U 2002 IEEE Trans. Biomed. Eng. 49 1379
[4]	Andrä W, Nowak H 2007 Magnetism in Medicine: A Handbook (2 Ed.) (Berlin: Wiley-VCH Verlag GmbH & Co. KGaA) pp101-163
[5]	Zhang S L, Wang Y L, Wang H W, Jiang S Q, Xie X M 2009 Phys. Med. Biol. 54 4793
[6]	de Melis M, Tanaka K, Uchikawa Y 2010 IEEE Trans. Magn. 46 1203
[7]	Tolstrup K, Madsen B E, Ruiz J A, Greenwood S D, Camacho J, Siegel R J, Gertzen H C, Park J W, Smars P A 2006 Cardiology 106 270
[8]	Lim K H, Chung N, Ko Y G, Lee Y H, Park Y K 2009 IEEE Trans. Magn. 45 2890
[9]	On K, Watanabe S, Yamada S, Takeyasu N, Nakagawa Y, Nishina H, Morimoto T, Aihara H, Kimura T, Sato Y 2007 Circulation Journal: Official Journal of the Japanese Circulation Society 71 1586
[10]	Leeuwen P V, Hailer B, Beck A, Eiling G, Grönemeyer D 2011 Ann. Noninvas. Electro. 16 379
[11]	Robinson S E, Vrba J 1999 The 11th International Conference on Biomagnetism (Sendai: Tohoku University Press) p302
[12]	Sekihara K, Nagarajan S S, Poeppel D, Marantz A, Miyashita Y 2000 IEEE Trans. Biomed. Eng. 48 760
[13]	Kim K, Lee Y, Kwon H, Kim J, Bae J 2006 Comput. Bio. Med. 36 253
[14]	Xia L 1995 Ph. D. Dissertation (Hangzhou: Zhejiang University) (in Chinese) [夏灵 1995 博士学位论文 (杭州: 浙江大学)]
[15]	Tang F K, Hua N, Lu H, Tang X Z, Wang Q, Ma P 2011 Chin. Phys. B 20 010702
[16]	Zhang C, Shou G F, Lu H, Hua N, Tang X Z, Xia L, Ma P, Tang F K 2013 Chin. Phys. B 22 90701
[17]	van Veen B D, van Drongelen W, Yuchtman M, Suzuki A 1997 IEEE Trans. Biomed. Eng. 44 867
[18]	Kim K, Kim D, Shim E B, Lee Y H, Kwon H, Park Y K 2007 The Joint Meeting of the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart & the International Conference on Functional Biomedical Imaging Hangzhou, China October 12-14, 2007 p316
[19]	Im U B, Kwon S S, Kim K, Lee Y H, Park Y K, Youn C H, Shim E B 2008 Prog. Biophys. Mol. Bio. 96 339
[20]	Wang W Y, Zhou D F, Jiang S Q 2012 International Conference on System Simulation Shanghai, China, April 6-9, 2012 p293
[21]	Wang W Y, Zhao C, Lin Y Z, Zhang S L, Xie X M, Jiang S Q 2013 Acta Phys. Sin. 62 148703 (in Chinese) [王伟远, 赵晨, 林玉章, 张树林, 谢晓明, 蒋式勤 2013 物理学报 62 148703]
[22]	Ravan M 2014 IEEE Trans. Biomed. Eng. 61 535
[23]	Zhu J J, Jiang S Q, Wang W Y, Zhao C, Wu Y H, Luo M, Quan W W 2013 Chin. Phys. B 22 048702

Cited By

[1]	Cohen D, Edelsack E A, Zimmerman J E 1970 Appl. Phys. Lett. 16 278
[2]	Nenonen J, Katila T, Leinio M, Montonen J, Makijarvi M, Siltanen P 1991 IEEE Trans. Biomed. Eng. 38 648
[3]	Ziolkowski M, Haueisen J, Leder U 2002 IEEE Trans. Biomed. Eng. 49 1379
[4]	Andrä W, Nowak H 2007 Magnetism in Medicine: A Handbook (2 Ed.) (Berlin: Wiley-VCH Verlag GmbH & Co. KGaA) pp101-163
[5]	Zhang S L, Wang Y L, Wang H W, Jiang S Q, Xie X M 2009 Phys. Med. Biol. 54 4793
[6]	de Melis M, Tanaka K, Uchikawa Y 2010 IEEE Trans. Magn. 46 1203
[7]	Tolstrup K, Madsen B E, Ruiz J A, Greenwood S D, Camacho J, Siegel R J, Gertzen H C, Park J W, Smars P A 2006 Cardiology 106 270
[8]	Lim K H, Chung N, Ko Y G, Lee Y H, Park Y K 2009 IEEE Trans. Magn. 45 2890
[9]	On K, Watanabe S, Yamada S, Takeyasu N, Nakagawa Y, Nishina H, Morimoto T, Aihara H, Kimura T, Sato Y 2007 Circulation Journal: Official Journal of the Japanese Circulation Society 71 1586
[10]	Leeuwen P V, Hailer B, Beck A, Eiling G, Grönemeyer D 2011 Ann. Noninvas. Electro. 16 379
[11]	Robinson S E, Vrba J 1999 The 11th International Conference on Biomagnetism (Sendai: Tohoku University Press) p302
[12]	Sekihara K, Nagarajan S S, Poeppel D, Marantz A, Miyashita Y 2000 IEEE Trans. Biomed. Eng. 48 760
[13]	Kim K, Lee Y, Kwon H, Kim J, Bae J 2006 Comput. Bio. Med. 36 253
[14]	Xia L 1995 Ph. D. Dissertation (Hangzhou: Zhejiang University) (in Chinese) [夏灵 1995 博士学位论文 (杭州: 浙江大学)]
[15]	Tang F K, Hua N, Lu H, Tang X Z, Wang Q, Ma P 2011 Chin. Phys. B 20 010702
[16]	Zhang C, Shou G F, Lu H, Hua N, Tang X Z, Xia L, Ma P, Tang F K 2013 Chin. Phys. B 22 90701
[17]	van Veen B D, van Drongelen W, Yuchtman M, Suzuki A 1997 IEEE Trans. Biomed. Eng. 44 867
[18]	Kim K, Kim D, Shim E B, Lee Y H, Kwon H, Park Y K 2007 The Joint Meeting of the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart & the International Conference on Functional Biomedical Imaging Hangzhou, China October 12-14, 2007 p316
[19]	Im U B, Kwon S S, Kim K, Lee Y H, Park Y K, Youn C H, Shim E B 2008 Prog. Biophys. Mol. Bio. 96 339
[20]	Wang W Y, Zhou D F, Jiang S Q 2012 International Conference on System Simulation Shanghai, China, April 6-9, 2012 p293
[21]	Wang W Y, Zhao C, Lin Y Z, Zhang S L, Xie X M, Jiang S Q 2013 Acta Phys. Sin. 62 148703 (in Chinese) [王伟远, 赵晨, 林玉章, 张树林, 谢晓明, 蒋式勤 2013 物理学报 62 148703]
[22]	Ravan M 2014 IEEE Trans. Biomed. Eng. 61 535
[23]	Zhu J J, Jiang S Q, Wang W Y, Zhao C, Wu Y H, Luo M, Quan W W 2013 Chin. Phys. B 22 048702

[1]	Zhou Yu-Yuan, Sun Chao, Xie Lei, Liu Zong-Wei. A method of estimating depth of moving sound source in shallow sea based on incoherently matched beam-wavenumber. Acta Physica Sinica, 2023, 72(8): 084302. doi: 10.7498/aps.72.20222361
[2]	Zhou Yao-Yao, Li Peng-Fei, Yan Zhi-Hui, Jia Xiao-Jun. Analysis of entanglement source based on coherent feedback control. Acta Physica Sinica, 2019, 68(23): 234203. doi: 10.7498/aps.68.20191168
[3]	Zhou Da-Fang, Zhang Shu-Lin, Jiang Shi-Qin. The method of suppressing spatial filter output noise-power gain for cardiac electrical activity imaging. Acta Physica Sinica, 2018, 67(15): 158702. doi: 10.7498/aps.67.20180294
[4]	Li Peng, Zhang Xin-Hua, Fu Liu-Fang, Zeng Xiang-Xu. A modal domain beamforming approach for depth estimation by a horizontal array. Acta Physica Sinica, 2017, 66(8): 084301. doi: 10.7498/aps.66.084301
[5]	Song Jia-Ning, Xu Guo-Dong, Li Peng-Fei. Multiple harmonic X-ray pulsar signal phase estimation method. Acta Physica Sinica, 2015, 64(21): 219702. doi: 10.7498/aps.64.219702
[6]	Liu Ya-Qi, Liu Cheng-Cheng, Zhao Yong-Jun, Zhu Jian-Dong. A blind beamforming algorithm for multitarget signals based on time-frequency analysis. Acta Physica Sinica, 2015, 64(11): 114302. doi: 10.7498/aps.64.114302
[7]	Fan Zhan, Liang Guo-Long, Fu Jin, Wang Yan. Robust sub-regional Frost beamforming based on the signal subspace reconstruction. Acta Physica Sinica, 2015, 64(5): 054303. doi: 10.7498/aps.64.054303
[8]	Zhu Jun-Jie, Jiang Shi-Qin, Wang Wei-Yuan, Zhao Chen, Wang Yong-Liang, Li Wen-Sheng, Quan Wei-Wei. Research and application of multi-chamber heart magnetic field model. Acta Physica Sinica, 2014, 63(5): 058703. doi: 10.7498/aps.63.058703
[9]	Zhao Chen, Jiang Shi-Qin, Shi Ming-Wei, Zhu Jun-Jie. Equivalent source reconstruction in inhomogeneous electromagnetic media. Acta Physica Sinica, 2014, 63(7): 078702. doi: 10.7498/aps.63.078702
[10]	Yin Bai-Qiang, He Yi-Gang, Wu Xian-Ming. A method for magnetocardiograms filtering based on singular value decomposition and S-transform. Acta Physica Sinica, 2013, 62(14): 148702. doi: 10.7498/aps.62.148702
[11]	Bing Lu, Wang Wei-Yuan, Wang Yong-Liang, Jiang Shi-Qin. MCG source reconstruction based on greedy sparse method. Acta Physica Sinica, 2013, 62(11): 118703. doi: 10.7498/aps.62.118703
[12]	Wang Wei-Yuan, Zhao Chen, Lin Yu-Zhang, Zhang Shu-Lin, Xie Xiao-Ming, Jiang Shi-Qin. Distributed current source reconstruction of magnetocadiography and its accuracy analysis. Acta Physica Sinica, 2013, 62(14): 148703. doi: 10.7498/aps.62.148703
[13]	Shen Wei, Wang Jun. Time irreversibility analysis of ECG based on symbolic relative entropy. Acta Physica Sinica, 2011, 60(11): 118702. doi: 10.7498/aps.60.118702
[14]	Chen Zheng, Zeng Yi-Cheng, Fu Zhi-Jian. A novel parameter estimation method of signal in chaotic background. Acta Physica Sinica, 2008, 57(1): 46-50. doi: 10.7498/aps.57.46
[15]	Liu Ying, Shen Min-Fen, Chan Francis H. Y.. Recovery of statistical property of initial conditions based on time-varying parameter from coupled map lattices. Acta Physica Sinica, 2006, 55(2): 564-571. doi: 10.7498/aps.55.564
[16]	Liu Xin-Yuan, Xie Bai-Qing, Dai Yuan-Dong, Wang Fu-Ren, Li Zhuang-Zhi, Ma Ping, Xie Fei-Xiang, Yang Tao, Nie Rui-Juan. Adaptive noise cancellation for SQUID-based magnetocardiogram. Acta Physica Sinica, 2005, 54(4): 1937-1942. doi: 10.7498/aps.54.1937
[17]	Zhao Li　, Chen Geng-Hua, Zhang Li-Hua, Huang Xu-Guang, Zhai Guang-Jie, Li Jun-Wen, Tang Yu-Lin, Feng Ji. Applications of improved complementary pair adaptive noise cancellation to MCG analysis. Acta Physica Sinica, 2004, 53(12): 4420-4427. doi: 10.7498/aps.53.4420*
[18]	Zhu Hong-Yi, Li Jun, Shen Jian-Qi, He Sai-Ling. Localization of current dipoles in a realistic head shape model by a magnetoence phalogram-multiple signal classification algorithm. Acta Physica Sinica, 2003, 52(7): 1812-1817. doi: 10.7498/aps.52.1812
[19]	ZHANG HONG-XUAN, ZHU YI-SHENG, NIU JIN-HAI, TONG SHAN-BAO. COMPLEXITY ANALYSIS OF ABNORMAL ECG RHYTHM:VENTRICULAR TACHYCARDIA AND VENTRICULAR FIBRILLATION. Acta Physica Sinica, 2000, 49(8): 1416-1422. doi: 10.7498/aps.49.1416
[20]	ZENG XIAO-DONG, LIANG CHANG-HONG, AN YU-YING. ERROR ANALYSIS FOR THE FAR-FIELD OF A SMALL PLANE SOURCE. Acta Physica Sinica, 1997, 46(9): 1665-1669. doi: 10.7498/aps.46.1665

Catalog

Vol. 63, Issue 24 - 2014-12-20

Metrics

Abstract views: 4610
PDF Downloads: 176
Cited By: 0

姓名
邮箱
手机号码
标题
留言内容
验证码

Search

Article

留言板