2016 · 20 citations · 16 references
Medical MonitoringEngineeringWearable TechnologyHuman MonitoringPosture ChangePatient MonitoringRadar Signal ProcessingCardiologyHealth SciencesPhysiological ParametersHeart RateAutomatic Target RecognitionSynthetic Aperture RadarIr-uwb RadarRadar ApplicationSignal ProcessingRadar ImagingRadarMotion DetectionHealth MonitoringHuman MovementWearable SensorEmergency Medicine
Impulse radio ultra-wide band (IR-UWB) radar has recently emerged as a promising candidate for non-contact monitoring of respiration and heart rate. Different studies have reported various radar based algorithms for estimation of these physiological parameters. The radar can be placed under a subject's mattress as he lays stationary on his back or it can be attached to the ceiling directly above the subject's bed. However, advertent or inadvertent movement on part of the subject and different postures can affect the radar returned signal and also the accuracy of the estimated parameters from it. The detection and analysis of these postural changes can not only lead to improvement in estimation algorithms but also towards prevention of bed sores and ulcers in patients who require periodic posture changes. In this paper, we present an algorithm that detects and quantifies different types of motion events using an under-the-mattress IR-UWB radar. The algorithm also indicates a change in posture after a macro-movement event. Based on the findings of this paper, we anticipate that IR-UWB radar can be used for extracting posture related information in non-clinical enviroments for patients who are bed-ridden.
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Enrico M. Staderini · IEEE Aerospace and Electronic Systems Magazine · 2002 · 491 citations
Pressure ulcers: prevention, evaluation, and management.
Daniel Bluestein, Ashkan Javaheri · PubMed · 2008 · 192 citations
Bed posture classification for pressure ulcer prevention
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