Noncontact Respiration Monitoring During Sleep With Microwave Doppler Radar
- 17 June 2015
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Sensors Journal
- Vol. 15 (10) , 5683-5693
Abstract
This paper demonstrates the measurement of respiration waveform during sleep with a noncontact radar sensor. Instead of measuring only the respiration rate, the methods that allow monitoring the absolute respiration displacement were studied. Absolute respiration displacement can in theory be measured with a quadrature microwave Doppler radar sensor and using the nonlinear demodulation as the channel combining method. However, in this paper, relative respiration displacement measures were used as a reference. This is the first time that longer data sets have been analyzed successfully with the nonlinear demodulation method. This paper consists of whole-night recordings of three patients in an uncontrolled environment. The reference respiration data were obtained from a full polysomnography recorded simultaneously. The feasibility of the nonlinear demodulation in a real-life setting has been unclear. However, this paper shows that it is successful most of the time. The coverage of successfully demodulated radar data was ~58%-78%. The use of the nonlinear demodulation is not possible in the following cases: 1) if the chest wall displacement is too small compared with the wavelength of the radar; 2) if the radar data do not form an arc-like shape in the I Q-plot; or 3) if there are large movement artifacts present in the data. Both in academic literature and in commercial radar devices, the data are processed based on the presumption that it forms either an arc or a line in the I Q-plot. Our measurements show that the presumption is not always valid.Keywords
Funding Information
- TEKES–the Finnish Funding Agency for Technology and Innovation
- Finnish Konkordia Fund
This publication has 38 references indexed in Scilit:
- Robust Doppler radar demodulation via compressed sensingElectronics Letters, 2012
- Rules for Scoring Respiratory Events in Sleep: Update of the 2007 AASM Manual for the Scoring of Sleep and Associated EventsJournal of Clinical Sleep Medicine, 2012
- The Utility of a Portable Recording Device for Screening of Obstructive Sleep Apnea in Obese AdolescentsJournal of Clinical Sleep Medicine, 2012
- Obstructive Sleep Apnea Devices for Out-Of-Center (OOC) Testing: Technology EvaluationJournal of Clinical Sleep Medicine, 2011
- Sleep/wake measurement using a non-contact biomotion sensorJournal of Sleep Research, 2010
- Evaluation of a portable recording device (ApneaLink™) for case selection of obstructive sleep apneaSleep and Breathing, 2008
- Laboratory versus Portable Sleep Studies: A Meta‐AnalysisThe Laryngoscope, 2006
- Automatic detection of spiking events in EMFi sheet during sleepMedical Engineering & Physics, 2005
- Range Correlation and$ I/ Q$Performance Benefits in Single-Chip Silicon Doppler Radars for Noncontact Cardiopulmonary MonitoringIEEE Transactions on Microwave Theory and Techniques, 2004
- Sleep apnea syndrome symptoms and automobile driving in a general populationJournal of Clinical Epidemiology, 1992