Human Gait Activity Recognition Machine Learning Methods - Slemenšek, Jan; Fister, Iztok; Geršak, Jelka; Bratina, Božidar; van Midden, Vesna Marija; Pirtošek, Zvezdan; Šafarič, Riko (Sensors (Basel, Switzerland), 2023)
Keywords: activity recognition; Algorithms; Ankle; Classification; convolutional neural network; Data acquisition systems; Data collection; Datasets; Discriminant analysis; Gait; human gait; Humans; Kinematics; Machine Learning; Neural networks; Prostheses; Quality of Life; recurrent neural network; Sensors; Wavelet transforms; wearable; Wearable Electronic Devices; wearable; recurrent neural network; attention mechanism; convolutional neural network; human gait; machine learning; activity recognition