Abstract
Previously proposed methods of respiration measurement have relied on thermistors or strain gauges, which must contact the body throughout the measurement, causing potential discomfort. Here, we develop a non-contact system that measures respiratory cycles by detecting the exhalation sounds using an array of microphones. Several respiratory-sound signals were recorded by the microphone array, and the respiratory signal was separated from the raw measurement data by the independent component analysis method. Respiratory analysis by the proposed method was compared with that of the previously validated thermistor method. Similar measurements were obtained by both methods, confirming that the proposed method eases the discomfort of users without compromising the measurement performance.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Ito J, Oguri K (2011) A study of relations between driver’s drowsiness and respiration. IEICE Tech Rep ITS 35(9):153–158
Umezawa A (1991) Change of respiratory activity during labolatory stress. Physiol Psychol Psychophysiol 9(1):43–55
Chihara K, Kawarasaki S, Shimizu Y et al (1987) A new triggered cuirass respirator. Jpn J Artif Org 16(1):611–615
Kawarasaki S, Chihara K, Hitomi S et al (1988) A new respiratory sensor using with pyroelectric sensor. Jpn J Artif Org 17(2):783–786
Mecikalski M, Shigeoka JW (1984) A demand valve conserves oxygen in subjects with chronic obstructive pulmonary disease. Chest 86(5):667–670
Kinoshita M, Nishimoto K (2010) Transmitting awareness on state of mind using fluctuation of aspiration. In: IPSJ symposium series
Kobayashi T (2011) Temporal change in respiratory responses of field polygraph tests. Physiol Psychol Psychophysiol 29(3):205–206
Yamamoto T, Sakai N, Okumura H (2014) Detection of apnea-hypopnea by using oral throat sound and SpO2 sensor mounted neckband device. IEICE Techn Rep MBE ME Cybern 114(79):37–40
Murata N (2004) Introduction of ICA. Tokyo Denki University Press, Tokyo
Gotanda H, Ishibashi T, Iwasaki N (2011) Fundamental and application of ICA. Res Inst Math Sci Kokyuroku 1473:6–20
Hyvarinen A (1999) Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans Neural Netw 10(3):626–634
Marchini, J L, Heaton, C, Ripley, B D Package ‘fastICA’. http://cran.r-project.org/web/packages/fastICA/fastICA.pdf
Takase H (2011) Breathing movement in stressed and relaxed situations. Hum Sci Pap Hum Inform Sect 45:81–94
Acknowledgements
This research is supported by JSPS KAKENHI 17K00477.
Author information
Authors and Affiliations
Corresponding author
Additional information
This work was presented in part at the 22nd International Symposium on Artificial Life and Robotics, Beppu, Oita, January 19–21, 2017.
About this article
Cite this article
Miwa, M., Uchida, M. Non-contact measurement of respiratory cycles using a microphone array. Artif Life Robotics 23, 255–260 (2018). https://doi.org/10.1007/s10015-017-0413-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10015-017-0413-y