학술논문
Classification of Motion Differences While Ascending a Step Caused by Differences of Pants Using Doppler Radars / ドップラーレーダを用いた下衣の違いに起因する昇段動作の差異の判別
Document Type
Journal Article
Author
Source
電気学会論文誌Ｃ（電子・情報・システム部門誌） / IEEJ Transactions on Electronics, Information and Systems. 2023, 143(6):610
Subject
Language
Japanese
ISSN
0385-4221
1348-8155
1348-8155
Abstract
The application of Doppler radar to classify the motion differences related to the differences of pants is presented. The deep learning of the Doppler radar spectrogram using a convolutional neural network achieved a 90% of the accuracy for the classification of whether the participants wore denim pants or trekking pants while ascending a step.