most citedsEMG-based Fine-grained Gesture Recognition via Improved LightGBM Model

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eess.SP2024★ 1 cited

sEMG-based Fine-grained Gesture Recognition via Improved LightGBM Model

Xiupeng Qiao, Zekun Chen, Shili Liang

Surface electromyogram (sEMG), as a bioelectrical signal reflecting the activity of human muscles, has a wide range of applications in the control of prosthetics, human-computer in…

eess.SP2024

Lower Limb Movements Recognition Based on Feature Recursive Elimination and Backpropagation Neural Network

Yongkai Ma, Shili Liang, Zekun Chen

Surface electromyographic (sEMG) signal serve as a signal source commonly used for lower limb movement recognition, reflecting the intent of human movement. However, it has been a…