A novel spectral analysis method of EMG feature extraction for wrist motions recognition

Abstract

This paper presents a new time-dependent spectral analysis, smooth localized complex exponential (SLEX), for extracting the surface EMG features of the wrist motions. Different from conventional Fourier method, SLEX-based spectral analysis applies two special smooth windows on Fourier basis function and can be simultaneously orthogonal and localized. In… (More)

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@article{Chen2008ANS, title={A novel spectral analysis method of EMG feature extraction for wrist motions recognition}, author={Xinpu Chen and Xiangyang Zhu}, journal={2008 2nd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics}, year={2008}, pages={73-78} }