Comput Methods Programs Biomed - Detection of heartbeat and respiration from optical interferometric signal by using wavelet transform.

Tópicos

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Resumo

A novel approach for the heartbeat and respiration detection based on optical interferometer and wavelet transform is proposed in this paper. Optical interferometer is a sensitive device that detects physical elongation of optical fibre due to external perturbations. Mechanical activity of cardiac muscle and respiration reflects in interferometric signal when the interferometer is in contact with human body and, thus, enables unobtrusive detection of human vital signs. The efficiency and accuracy of the proposed approach was estimated in two experimental protocols. The first one collected interferometric signals from 20 subjects during rest. In the second experiment, 10 participants cycled an ergometer until reaching their submaximal heart rate, and were measured immediately after that. Heartbeat detection results show high efficiency (99.46?1.11% sensitivity, 99.60?1.05% precision) and accuracy (mean relative error (MRE) of beat-to-beat intervals 3.16?2.32%) for the first experiment, and slightly lower efficiency (96.22?2.96% sensitivity, 95.35?3.03% precision) and accuracy (MRE of 9.56?3.67%) for the second experiment. Considering respiration detection, high efficiency (97.64?7.28% sensitivity, 99.38?2.80% precision) and accuracy (MRE of intervals between respiration events 7.37?7.20%) for the first experiment, and acceptable efficiency (92.05?6.10% sensitivity, 93.45?3.08% precision) and accuracy (MRE of 16.28?6.25%) for the second experiment confirm a practical value of proposed approaches.

Resumo Limpo

novel approach heartbeat respir detect base optic interferomet wavelet transform propos paper optic interferomet sensit devic detect physic elong optic fibr due extern perturb mechan activ cardiac muscl respir reflect interferometr signal interferomet contact human bodi thus enabl unobtrus detect human vital sign effici accuraci propos approach estim two experiment protocol first one collect interferometr signal subject rest second experi particip cycl ergomet reach submaxim heart rate measur immedi heartbeat detect result show high effici sensit precis accuraci mean relat error mre beattobeat interv first experi slight lower effici sensit precis accuraci mre second experi consid respir detect high effici sensit precis accuraci mre interv respir event first experi accept effici sensit precis accuraci mre second experi confirm practic valu propos approach

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