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dc.date.accessioned2013-10-31T14:01:02Z
dc.date.available2013-10-31T14:01:02Z
dc.date.issued2013
dc.identifier.urihttp://hdl.handle.net/10852/37466
dc.description.abstractThis thesis addresses the use of radar for heartbeat and respiration monitoring. Medical radar can be used for detecting vital signs at distances up to several meters. A medical radar works by transmitting electromagnetic waves towards a person, and receiving echoes reflected off the person. Vital signs appear as modulations in the radar data in period with the heartbeats and respiration. We have measured and analyzed these modulations.<br> The ability to detect human heartbeats from a distance can be used for monitoring patients’ heartbeats without the need of attaching the measurement equipment to the patient. A radar system can be placed over a bed, integrated in a mattress or chair or used for non-intrusive home monitoring. It could also be used as an alternative to the diagnostic monitoring tools of today. In this thesis, the understanding of radar heartbeat detection is explored.<br> Although heartbeats and respiration monitoring using radar have been reported many times before, the optimal frequencies, waveforms and aspect angle of detection were not known. We have described the vital signs modulations as functions of frequency and aspect angle, and found both narrowband and ultra wideband radar to be suited for the task. In addition to quantizing the modulations, an experimental approach to understanding why heartbeat and respiration detection with radar is possible was made. We found that small body surface movements are the cause of the observed heartbeat modulations in radar data, discarding the theory that reflections from internal body organs are seen. On-body radar have been used as well, and a closer connection between the actual movements of the heart and the radar recordings were found than what is achievable using remote radar. With on-body radar and the processing presented in this thesis, details of the heart mechanics can be identified using radar. It is also possible to see changes in the measured waveform when the pulse and blood pressure of the person changes.en_US
dc.language.isoenen_US
dc.relation.haspartPaper I: Ø. Aardal, S.-E. Hamran, T. Berger, J. Hammerstad, and T.S. Lande, ”Radar cross section of the human heartbeat and respiration,” in Biomedical Circuits and Systems Conference, 2010 (BioCAS 2010). IEEE, November 2010. Copyright 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. http://dx.doi.org/10.1109/BIOCAS.2010.5709569
dc.relation.haspartPaper II: Ø. Aardal, S.-E. Hamran, T. Berger, J. Hammerstad, and T.S. Lande, ”Radar cross section of the human heartbeat and respiration in the 500MHz to 3GHz band,” in Radio and Wireless Symposium (RWS), 2011. IEEE, January 2011. Copyright 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. http://dx.doi.org/10.1109/RWS.2011.5725466
dc.relation.haspartPaper III: Ø. Aardal, S. Brovoll, Y. Paichard, T. Berger, T.S. Lande, and S.-E. Hamran, ”Empirical model of modulation in radar heartbeat and respiration measurements” The paper is removed from the thesis in DUO.
dc.relation.haspartPaper IV: Ø. Aardal, S.-E. Hamran, T. Berger, Y. Paichard, and T.S. Lande, ”Chest movement estimation from radar modulation caused by heartbeats,” in Biomedical Circuits and Systems Conference, 2011 (BioCAS 2011). IEEE, November 2011. Copyright 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. http://dx.doi.org/10.1109/BioCAS.2011.6107825
dc.relation.haspartPaper V: Ø. Aardal, Y. Paichard, S. Brovoll, T. Berger, T.S. Lande, and S.-E. Hamran, ”PhysicalWorking Principles of Medical Radar,” IEEE Transactions on Biomedical Engineering, vol. 60, no. 4, pp. 1142-1149, 2013. Copyright 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. http://dx.doi.org/10.1109/TBME.2012.2228263
dc.relation.haspartPaper VI: Ø. Aardal, S. Brovoll, Y. Paichard T. Berger, T.S. Lande, and S.-E. Hamran, ”Detecting changes in the human heartbeat with on-body radar,” in IEEE Radar Conference 2013, Radar- Con 2013, May 2013. Copyright 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. http://dx.doi.org/10.1109/RADAR.2013.6586027
dc.relation.urihttp://dx.doi.org/10.1109/BIOCAS.2010.5709569
dc.relation.urihttp://dx.doi.org/10.1109/RWS.2011.5725466
dc.relation.urihttp://dx.doi.org/10.1109/BioCAS.2011.6107825
dc.relation.urihttp://dx.doi.org/10.1109/TBME.2012.2228263
dc.relation.urihttp://dx.doi.org/10.1109/RADAR.2013.6586027
dc.titleRadar monitoring of heartbeats and respirationen_US
dc.typeDoctoral thesisen_US
dc.creator.authorAardal, Øyvind
dc.identifier.urnURN:NBN:no-39062
dc.type.documentDoktoravhandlingen_US
dc.identifier.fulltextFulltext https://www.duo.uio.no/bitstream/handle/10852/37466/1/dravhandling-aardal.pdf


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