Title :
A Study of Heart Sound and Lung Sound Separation by Independent Component Analysis Technique
Author :
Chien, Jen-Chien ; Huang, Ming-Chuan ; Lin, Yue-Der ; Chong, Fokching
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
In the hospital, using percussion and auscultation are the most common ways for physical examination. Recently, in order to develop tele-medicine and home care system and to assist physician getting better auscultation results; electric stethoscope and computer analysis have become an inevitable trend. However, two important physical signals heart sound and lung sound recorded from chest overlap on spectrum chart. Therefore, in order to reduce human factor (ex. misplace or untrained of using) and minimize correlated effect in computer analysis; it´s necessary for separated heart sound and lung sound. Independent component analysis can divide these sounds efficiency. In this paper, we use two microphones to collect signals from left and right chest. We have successfully divide heart and lung sounds by fast ICA algorithm. Therefore, it can assist physician examine and also using on tele-medicine and home care by this way
Keywords :
bioacoustics; biomedical equipment; cardiology; health care; independent component analysis; lung; medical signal processing; source separation; telemedicine; auscultation; computer analysis; computer sound card; electric stethoscope; fast ICA algorithm; heart sound; home care system; independent component analysis technique; lung sound; microphones; percussion; physical signals; source separation; spectrum chart; telemedicine; Chebyshev approximation; Equations; Heart; Hospitals; Independent component analysis; Lungs; Microphones; Principal component analysis; Stethoscope; Telemedicine; Auscultation; Heart sound; Independent Component Analysis; Lung sound;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.260223