Comparing Online Performance of EMG Pattern Recognition with and Without Joint Movements

Author:

Pan Lizhi,Liu Kai,Li Jianmin

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Bioengineering,Biophysics,Biotechnology

Reference42 articles.

1. Li, Z. J., Wang, B. C., Sun, F. C., Yang, C. G., Xie, Q., & Zhang, W. D. (2014). Semg-based joint force control for an upper-limb power-assist exoskeleton robot. IEEE Journal of Biomedical and Health Informatics, 18(3), 1043–1050. https://doi.org/10.1109/jbhi.2013.2286455

2. Khushaba, R. N., Al-Timemy, A., Kodagoda, S., & Nazarpour, K. (2016). Combined influence of forearm orientation and muscular contraction on emg pattern recognition. Expert Systems with Applications, 61, 154–161. https://doi.org/10.1016/j.eswa.2016.05.031

3. Phukpattaranont, P., Thongpanja, S., Anam, K., Al-Jumaily, A., & Limsakul, C. (2018). Evaluation of feature extraction techniques and classifiers for finger movement recognition using surface electromyography signal. Medical & Biological Engineering & Computing, 56(12), 2259–2271. https://doi.org/10.1007/s11517-018-1857-5

4. Guo, W. C., Sheng, X. J., Liu, H. H., & Zhu, X. Y. (2017). Toward an enhanced human-machine interface for upper-limb prosthesis control with combined emg and nirs signals. IEEE Transactions on Human-Machine Systems, 47(4), 564–575. https://doi.org/10.1109/thms.2016.2641389

5. Parajuli, N., Sreenivasan, N., Bifulco, P., Cesarelli, M., Savino, S., Niola, V., Esposito, D., Hamilton, T. J., Naik, G. R., Gunawardana, U., & Gargiulo, G. D. (2019). Real-time emg based pattern recognition control for hand prostheses: A review on existing methods, challenges and future implementation. Sensors, 19(20), 4596. https://doi.org/10.3390/s19204596

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