Human Neck Activity Classification, Wearable Antenna S21 Data

Citation Author(s):
Drew Bresnahan
Submitted by:
Drew Bresnahan
Last updated:
Tue, 05/17/2022 - 22:17
DOI:
10.21227/H2BM11
Data Format:
.s2p files
Research Article Link:
Monitoring Human Head and Neck-Based Motions From Around-Neck Creeping Wave Propagations
License:
Creative Commons Attribution
343 Views
Categories:
Wearable Sensing
Signal Processing
Keywords:
WBAN, neck, activity, classification
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Abstract 

These .s2p files contain the S-parameters measured between two on-neck antennas for multiple test subjects acting out four activites. Each files is one trial of measurement, containing 20 seconds of data sampled at 200 Hz.

Instructions: 

Use the .s2p files and the Short-Time Fourier Transform to generate spectrograms in MATLAB. Can be used as training data for image classification algorithms, like Deep Convolutional Neural Network.

 

File naming system is:

<name of subject>_<activity>_trial #

Dataset Files

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