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The dataset consists of recordings acquired from a sensorized WWBS smart-vest garment (developed by the project's partner SMARTEX), which the older adults wear during their daily routine. The garment is equipped with electrodes for ECG monitoring, a piezoresistive sensor for respiration monitoring, and Inertial Measurement Units (IMUs) for movement and posture monitoring. Each recording consists of a series of channels, and each recording channel is a pair of [Timestamp, Value] columns. The full list of recording channels is described below: - Part_id: User ID, a 4-digit number, serving as the file name for each user's data - ECG: Electric signal measuring the ECG (value: 0.8 mV - sampling rate: 250Hz) - ECGquality: ECG signal quality (value: 0-255 where 0=poor and 255=excellent - sampling rate: 1/5 sec) - ECGHR: Heart rate (value: Beats/minute - sampling rate: 1/5 sec) - ECGRR: R-R intervals (value: number of samples between R-R peaks - sampling rate:1/5 sec) - ECGHRV: Heart rate variability (value: ms - sampling rate: 1/60 sec) - AccX-Y-Z: Accelerometer in X-Y-Z axes (value: 0.97 10-3 g - sampling rate: 25 Hz) - GyroX-Y-Z: Gyroscope in X-Y-Z axes (value: 0.122 °/s - sampling rate: 25 Hz) - MagX-Y-Z: Magnetometer in X-Y-Z axes (value: 0.6 µT - sampling rate: 25 Hz) - RespPiezo: Electric signal measuring the chest pressure on the piezoelectric point (value: 0.8 mV - sampling rate: 25 Hz) - RespQuality: Respiration signal quality (value: 0-255 where 0=poor and 255=excellent - sampling rate: 1/5 sec) - BR: Breathing rate (value: Breaths/minute - sampling rate: 1/5 sec) - BA: Breathing Amplitude (value: logic levels - sampling rate: 1/15 sec) - Activityenergy: estimation of energy activity (value: estimation where 0=no activity and 255=max of activity - sampling rate: 1/5 sec) - Activityclass: Activity performed (value: 0-4 where 0=other, 1=lying, 2=standing/sitting, 3=walking and 4=running - sampling rate: 1/5 sec) - Activity1Pace: Step period (value: ms- sampling rate: 1 Hz) - ActivityPace: Pace (value: steps/min - sampling rate: 1/5 sec) - Q0-Q1-Q2-Q3: Quaternions from main electronic device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz) - QEL0-QEL1-QEL2-QEL3: Quaternions from external left arm device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz) - QER0-QER1-QER2-QER3: Quaternions from external right arm device, i.e. Q0, Q1, Q2, Q3 components (value: Q14 format - sampling rate: 25 Hz)
movement and posture monitoring, sensorized garment, smart vest recordings, ECG electrode monitoring, WWBS metrics, respiration monitoring via piezoresistive sensor
movement and posture monitoring, sensorized garment, smart vest recordings, ECG electrode monitoring, WWBS metrics, respiration monitoring via piezoresistive sensor
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