RETRACTED ARTICLE: Innovative use of optical sensors for real-time imaging and diagnosis using enhanced verge denoising and LSTM for sports medicine

• Published in: Optical and quantum electronics Vol. 56; no. 4
• Main Authors: Zhang, Xiaodan, xie, Dongwei, Gao, Xiang
• Format: Journal Article
• Language: English
• Published: New York Springer US 18.02.2024
• Subjects: Characterization and Evaluation of Materials; Computer Communication Networks; Electrical Engineering; Lasers; Optical Devices; Optics; Photonics; Physics; Physics and Astronomy; Wavelet packet verge denoising; Optical sensors; Wearable devices; Muscle fatigue recognition; Sports medicine

In this article, researchers describe a novel method for identifying muscular tiredness in human subjects by combining surface electromyography (sur-EMG) signals with long short-term memory (LSTM) networks. To improve the quality of the sur-EMG data, the experiment begins with the shaving of unwante...