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A Muscle Fatigue Classification Model Based on LSTM and Improved Wavelet Packet Threshold 期刊论文
SENSORS, 2021, 卷号: 21
作者:  Wang, Junhong;  Sun, Shaoming;  Sun, Yining
收藏  |  浏览/下载：63/0  |  提交时间：2021/11/15
surface electromyography  wavelet packet  muscle fatigue  long short-term memory  
Muscle Synergy of Lower Limb Motion in Subjects with and without Knee Pathology 期刊论文
DIAGNOSTICS, 2021, 卷号: 11
作者:  Chen, Jingcheng;  Sun, Yining;  Sun, Shaoming
收藏  |  浏览/下载：52/0  |  提交时间：2021/11/01
knee pathology  lower limb motions  surface electromyography  muscle synergy analysis  non-negative matrix factorization  feature selection  
Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering 期刊论文
SENSORS, 2021, 卷号: 21
作者:  Chen, Jingcheng;  Sun, Yining;  Sun, Shaoming
收藏  |  浏览/下载：38/0  |  提交时间：2021/04/26
feature selection  human activity recognition  activity of daily living  sensor fusion  wearable sensors  genetic algorithm  coordinate calibration