Title :
Behaviour of healthy and non-healthy lung sound
Author :
Fard, Pooria Jafari Moghadam ; Moradi, Mohammad Hassan ; Saber, Sassan
Author_Institution :
Biomed. Eng. Fac., AmirKabir Univ. of Technol., Tehran, Iran
Abstract :
Lung abnormalities and respiratory diseases increase as side effects of urban life and development. Therefore, understanding lung dynamics and its changes during the presence of abnormalities are critical in order to design more reliable tools for the early diagnosis and screening of lung pathology. The goal of this paper is to indicate the chaotic nature of normal lung sound and its transition to randomness in the presence of lung disease. The latter characteristic could serve as an indicator for evaluating the recovery process for patients suffering from lung disease. To verify this idea, we compared group of healthy and non-healthy subjects and also group of non-healthy subjects before and after treatments. Chaotic and randomness indices applied to lung sound signals which captured by multichannel data acquisition system. Results show that the normal lung displays chaotic dynamics. However, with the increase in lung abnormality, moves toward more random behaviour and away from its original chaotic state. Also, chaotic and randomness indices indicate their abilities to classify healthy and non-healthy lung sounds.
Keywords :
acoustic signal processing; bioacoustics; chaos; data acquisition; diseases; lung; medical signal processing; random processes; chaotic dynamics; chaotic indices; healthy lung sound behaviour; lung abnormalities; lung dynamics; lung pathology diagnosis; lung pathology screening; lung sound signals; multichannel data acquisition system; nonhealthy lung sound behaviour; original chaotic state; random behaviour; randomness indices; recovery process; respiratory diseases; Chaos; Correlation; Diseases; Educational institutions; Fractals; Lungs; Mutual information; chaos; lung sound; randomness; respiratory disease; statistical process;
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999868