Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

Author:

Kim Kang Soo,Choi Heung Ho,Moon Chang Soo,Mun Chi Woong

Publisher

Elsevier BV

Subject

General Physics and Astronomy,General Materials Science

Reference15 articles.

1. A heuristic fuzzy logic approach to EMG pattern recognition for multifunctional prosthesis control;Ajiboye;IEEE Trans. Neural Syst. Rehabil. Eng.,2005

2. C. S. Moon, A self-training system using bio-feedback game for muscle and electro myogram bio-feedback game method thereof, Korea patent, 10-0822483-0000, (2008).

3. Fuzzy EMG classification for prosthesis control;Chan;IEEE Trans. Rehabil. Eng.,2000

4. Multivariate AR modeling of electromyography for the classification of upper arm movement;Hu;Clin. Neurophysiol.,2004

5. Hybrid wrist EMG recognition system by MDA and PCA;Matsumura;Trans. ISCIE,2007

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