Browsing Systems Design Engineering by Author "He, Jiayuan"
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Spatial Information Enhances Myoelectric Control Performance with Only Two Channels
He, Jiayuan; Sheng, Xinjun; Zhu, Xiangyang; Jiang, Chaozhe; Jiang, Ning (Institute of Electrical and Electronics Engineers, 2018-09-10)Automatic gesture recognition (AGR) is investigated as an effortless human-machine interaction method, potentially applied in many industrial sectors. When using surface electromyogram (sEMG) for AGR, i.e. myoelectric ... -
Wrist and Finger Gesture Recognition with Single-element A-mode Ultrasound signal: A Comparison with Single-channel Surface Electromyogram
He, Jiayuan; Luo, Henry; Jia, Jie; Yeow, John; Jiang, Ning (Institute of Electrical and Electronics Engineers, 2018-10-01)With the ability to detect volumetric changes of contracting muscles, ultrasound (US) was a potential technique in the field of human-machine interface (HMI). Compared to the US imaging (B-mode US), the signal from a static ...