卷积神经网络结合子域适应的低采样率肌电手势识别

周雕,熊馨,周建华,宗静,张琪

Convolutional neural network combined with subdomain adaptation for low sampling rate EMG-based gesture recognition

Diao ZHOU,Xin XIONG,Jianhua ZHOU,Jing ZONG,Qi ZHANG

表 6 不同类型手势动作的识别准确率

Tab.6 Recognition accuracy of different types of gesture actions

手势类型 Acc/% 手势类型 Acc/% DB1 DB5 DB1 DB5 手指动作 88.89 81.69 手腕动作 84.16 74.89 手部动作 89.15 86.78 抓握动作 79.07 77.66