UWB-IODA project: Datasets associated to WP2

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Dataset information

Country of origin
Updated
2022.04.09 00:00
Created
2022.03.13
Available languages
English
Keywords
impulse radio ultrawideband, radar sensor, perceptive car, heart rate estimation, deep learning
Quality scoring

Dataset description

The signal acquisition is carried out using an IR-UWB sensor module Xethru X4, from Novelda, Norway, having the following parameters: Output power                                  −12.6 dBm Center frequency                            8.748 GHz Pulse repetition frequency                  400 MHz Bandwidth (–10 dB)                           2.95 GHz Range resolution                                  6.4 mm Beamwidth                                            65° Staggered PRF sequence length          220 cycles No. of antenna arrays per radar chip    1 Tx & 1 Rx The transmitted signals reflected by the human back contain the information related to the motion caused by the human heart beats. The backscattered signals are then stored in the PC through a micro-USB cable. The distance of the human to the radar sensor is kept between 0.5 and 1m due to the short distance between the driver and the seat. During the experiments, the subjects were resting for most of the time and also talking and moving slightly their bodies for certain time intervals. The five data files corresponds to the five subjects involved in the experiments, having the following characteristics: Gender    Age (years)    Height (cm)    Weight (kg)     M                 33               182               72    M                 21               173               73    M                 28               174               77    F                  26               170               60    M                 24               165               62 All of these individuals were healthy and without any special health conditions or disabilities.
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32
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2019
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