Browse > Article
http://dx.doi.org/10.5515/KJKIEES.2017.28.10.802

Apnea Detection and Respiration Rate Estimation Using IR-UWB Radar Signals  

Ko, Inchang (Dept. of Interdisciplinary Bio IT Materials, Seoul National University of Science and Technology)
Park, Hyung Chul (Dept. of Electronic and IT Media Engineering, Seoul National University of Science and Technology)
Publication Information
Abstract
This paper presents a novel apnea detection and respiration rate estimation method using impulse-radio ultra-wideband (IR-UWB) radar. The proposed method utilizes amplitude, time of arrival, and power in the selected band. The experimental results show that respiration rate can be estimated accurately using proposed method. And, it is shown that the selectivity between apnea and respiration can be improved more than 50 dB using the proposed method.
Keywords
IR-UWB; Apnea; Time of Arrival; Respiration Rate;
Citations & Related Records
연도 인용수 순위
  • Reference
1 G. Fedele, E. Pittella, S. Pisa, M. Cavagnaro, R. Canali, M. Biagi, "Sleep-apnea detection with UWB active sensors", Proc. IEEE Int. Conf. on Ultra-Wideband, pp. 1-5, Oct. 2015.
2 A. Q. Javaid, C. M. Noble, R. Rosenberg, and M. A. Weitnauer, "Towards sleep apnea screening with an under-the-mattress IR-UWB radar using machine learning", Proc. IEEE Int. Conf. on Machine Learning and Applications, pp. 837-842, Dec. 2015.
3 R. Zetik, J. Sachs, and R. S. Thoma, "UWB short-range radar sensing", IEEE Instru. Meas. Mag., vol. 10, no. 2, pp. 39-45, Apr. 2007.   DOI
4 D. Zito, D. Pepe, M. Mincica, F. Zito, A. Tognetti, A. Lanata, and D. De Rossi, "SoC CMOS UWB pulse radar sensor for contactless respiratory rate monitoring", IEEE Trans. Biomed. Circuits Syst., vol. 5, no. 6, pp. 503-510, Dec. 2011.   DOI
5 S. Venkatesh, C. R. Anderson, N. V. Rivera, and R. M. Buehrer, "Implementation and analysis of respirationrate estimation using impulse-based UWB", Proc. IEEE Military Communications Conference (MILCOM), pp. 3314-3320, Oct. 2005.
6 Richard B. Berry, Rohit Budhiraja, Daniel J. Gottlieb, David Gozal, Conrad Iber, Vishesh K. Kapur, Carole L. Marcus, Reena Mehra, Sairam Parthasarathy, Stuart F. Quan, Susan Redline, Kingman P. Strohl, Sally L. Davidson Ward, and Michelle M. Tangredi., "Rules for scoring respiratory events in sleep: Update of the 2007 AASM manual for the scoring of sleep and associated events", J. Clin. Sleep Med, vol. 8, no. 5, pp. 597-619, 2012.   DOI
7 G. T. O'Connor, B. Caffo, A. B. Newman, S. F. Quan, D. M. Rapoport, S. Redline, H. E. Resnick, J. Samet, and E. Shahar, "Prospective study of sleep-disordered breathing and hypertension: the sleep heart health study", American Journal of Respiratory and Critical Care Medicine, vol. 179, no. 12, pp. 1159-1164, 2009.   DOI
8 D. J. Gottlieb, G. Yenokyan, A. B. Newman, G. T. O'Connor, N. M. Punjabi, S. F. Quan, S. Redline, H. E. Resnick, E. K. Tong, M. Diener-West, and E. Shahar, "Prospective study of obstructive sleep apnea and incident coronary heart disease and heart failure the sleep heart health study", Circulation, vol. 122, no. 4, pp. 352-360, 2010.   DOI
9 P. De Chazal, C. Heneghan, E. Sheridan, R. Reilly, P. Nolan, and M. O'Malley, "Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnea", IEEE Trans. on Bio. Eng., vol. 50, no. 6, pp. 686-696, 2003.   DOI
10 R. Ruangsuwana, G. Velikic, and M. Bocko, "Methods to extract respiration information from ECG signals", Proc. IEEE Int. Conf. Acoust. Speech Signal Process, pp. 570-573, Mar. 2010.
11 A. H. Khandoker, M. Palaniswami, and C. K. Karmakar, "Support vector machines for automated recognition of obstructive sleep apnea syndrome from ecg recordings", IEEE Trans. on Information Tech. in Biomedicine, vol. 13, no. 1, pp. 37.48, 2009.   DOI
12 D. Pevernagie, R. M. Aarts, and M. De Meyer, "The acoustics of snoring", Sleep Medicine Reviews, vol. 14, no. 2, pp. 131-144, 2010.   DOI
13 M. Kagawa, K. Ueki, H. Tojima, and T. Matsui, "Noncontact screening system with two microwave radars for the diagnosis of sleep apneahypopnea syndrome", Proc. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2052-2055, Jul. 2013.
14 Y. S. Lee, P. Pathirana, C. Steinfort, and T. Caelli, "Monitoring and analysis of respiratory patterns using microwave Doppler radar", IEEE J. of Trans. Eng. in Health and Medicine, vol. 2, pp. 1-12, 2014.
15 J.-M. Kang, D.-W Lim, J.-H. Lee, C. In, H.-M. Kim, S.-C. Woo, and C. Kim, "Reliable estimation of respiration rate using UWB impulse radar", Proc. 2013 Asia- Pacific Microwave Conf., pp. 997-999, Nov. 2013.
16 S. Wu, S. Yao, W. Liu, K. Tan, Z. Xia, S. Meng, J. Chen, G. Fang, and H. Yin, "Study on a novel UWB linear array human respiration model and detection nethod", IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 9, no. 1, pp. 125-140, Jan. 2016.   DOI