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Wearable sensor-based measurement and classification of athletic activities using FPGA and EdgeTPU

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Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, Volume 240, Issue 1, Page 213-237, March 2026.
Wearable sensors, such as smartwatches, often face challenges in providing accurate readings due to variations in sensor quality and placement irregularities. Furthermore, deep convolutional neural networks (CNNs) can be resource-intensive, making them ...