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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：59/0  |  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：46/0  |  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：36/0  |  提交时间：2021/04/26
feature selection  human activity recognition  activity of daily living  sensor fusion  wearable sensors  genetic algorithm  coordinate calibration  
Recognition of Muscle Fatigue Status Based on Improved Wavelet Threshold and CNN-SVM 期刊论文
IEEE ACCESS, 2020, 卷号: 8
作者:  Wang, Junhong;  Sun, Yining;  Sun, Shaoming
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/28
Muscles  Fatigue  Feature extraction  Wavelet analysis  Support vector machines  Noise reduction  Training  Convolutional neural network-support vector machine (CNN-SVM)  muscle fatigue  sEMG  wavelet threshold  
Validity of a Newly-Designed Rectilinear Stepping Ergometer Submaximal Exercise Test to Assess Cardiorespiratory Fitness 期刊论文
JOURNAL OF SPORTS SCIENCE AND MEDICINE, 2017, 卷号: 16, 期号: 3, 页码: 357-364
作者:  Zhang, Rubin;  Zhan, Likui;  Sun, Shaoming;  Peng, Wei;  Sun, Yining
收藏  |  浏览/下载：41/0  |  提交时间：2018/08/16
Maximum Oxygen Uptake  Metabolic Equation  Rectilinear Reciprocating Motion  Constant Power Output