Classification of Motion Differences While Ascending a Step Caused by Differences of Pants Using Doppler Radars
Toshiyuki Hoshiga, Kenshi Saho, Naoyuki Takashima, Masaaki IWATA, Muneharu Inagaki · IEEJ Transactions on Electronics Information and Systems · 2023
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.