Title :
Mobile-to-mobile communication for lung sound auscultation: A preliminary study of perspective on auto-regression model
Author :
Bing-Yuh Lu ; Chin-Yuan Lin ; Yigh-Pyne Lin ; Ming-Chia Lim ; Tung-Lai Hu ; Yun-Lin Mao ; Ming-Kwen Tsai ; Shui-Ken Wei
Author_Institution :
Dept. of Electron. Eng., Tungnan Univ., New Taipei City, Taiwan
Abstract :
This study employed the correlation coefficients analysis of time sequence, spectrogram, and auto-regression model of signals which were the lung sounds of subject end, and distant end where the sound was transmitted by mobile-to-mobile communication. The results presented that the correlation coefficients of time sequence, spectrogram, 4-order coefficients of auto-regression model were 0.36, 0.69, and 0.82 in the bell filtering mode, and 0.28, 0.69, and 0.81 in the diaphragm filter mode. Based on the high correlation coefficients of the spectrogram, and 4-order coefficients of auto-regression model, we believe that the mobile-to-mobile communication is a feasible method for distant lung sound auscultation.
Keywords :
acoustic signal processing; autoregressive processes; correlation methods; filtering theory; lung; medical signal processing; mobile communication; autoregression model; bell filtering mode; correlation coefficient analysis; diaphragm filter mode; lung sound auscultation; mobile-to-mobile communication; spectrogram; time sequence; Correlation; Correlation coefficient; Lungs; Medical diagnostic imaging; Mobile communication; Patents; Spectrogram; auscultation; communication; correlation; lung sound; mobile; signal processing;
Conference_Titel :
Advanced Communication Technology (ICACT), 2015 17th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-8-9968-6504-9
DOI :
10.1109/ICACT.2015.7224884