Datasets
Standard Dataset
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:
- Research Article Link:
- License:
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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 #
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Dataset Files
- Neck antenna activity s2p files.zip (17.39 MB)
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Comments
try iA with antenna