2009 · 32 citations · 14 references
EngineeringSensorsSensor Signal ProcessingWearable TechnologyNoisePower Spectrum DensityHealth MonitoringDrowsiness DetectionHigh FrequencySignal DetectionSignal ProcessingWearable SensorNon-contact Sensing
This research proposes a PVDF film pulse wave sensor for use in driver's drowsiness detection. The sensor non-intrusively measures heart pulse wave from driver's palm and an adaptive filter is employed to cancel the measurement noise aroused by the changing of gripping force. Experimental results show clear pulse wave signals can be obtained. Two-hour driving simulation is performed for drowsiness detection tests. The low frequency to high frequency (LF/HF ratio) is calculated from power spectrum density (PSD) of subjects' heart rate time series. The LF/HF ratio shows decreasing trends as subjects go from awake to drowsy.
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PhysioBank, PhysioToolkit, and PhysioNet
Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.1K citations · Full text
Steven C. Rogers · Control Engineering Practice · 1996 · 9.3K citations
Adaptive Filter, Adaptive Filter Theory, Filtering Technique +2