Human Neck Activity Classification, Wearable Antenna S21 Data

Citation Author(s):
Submitted by:: Drew Bresnahan
Last updated:: Wed, 05/18/2022 - 02:17
DOI:: 10.21227/H2BM11
Data Format:: .s2p files
Research Article Link:: Monitoring Human Head and Neck-Based Motions From Around-Neck Creeping Wave Pro…

367 views

Categories:

Keywords:

ACCESS DATASET CITE

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 #

try iA with antenna

Ameni mersani Fri, 01/31/2025 - 14:36 Permalink