標題: Robust Signal Synthesis of the 12-Lead ECG using 3-Lead Wireless ECG Systems
作者: Hsu, Chih-Hao
Wu, Sau-Hsuan
電機資訊學士班
Undergraduate Honors Program of Electrical Engineering and Computer Science
公開日期: 1-Jan-2014
摘要: A new signal synthesis and tracking method is developed for a 3-Lead wireless electrocardiography (ECG) system. Exploiting the temporal correlations in ECG signals, the standard 12-lead ECG signals can be synthesized with high precision by using only three differential pairs of electrodes. The correlations between the original and synthesized ECG leads can be as high as 0.98. And the separation between the two electrodes of a pair can be drastically reduced to around 10 cm, which is about the size of a medium adhesive tape. Experiment results also show that the proposed ECG synthesis method is much more robust to variations in acquisition positions when taking into account the spatial correlations among the ECG leads in syntheses. This greatly improves the feasibility of using fully wireless ECG systems on the long-term monitoring and diagnosis of heart diseases.
URI: http://hdl.handle.net/11536/129795
ISBN: 978-1-4799-2003-7
ISSN: 1550-3607
期刊: 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)
起始頁: 3517
結束頁: 3522
Appears in Collections:Conferences Paper