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Adaptive certainty-based classification for decomposition of EMG signals

โœ Scribed by Sarbast Rasheed; Daniel Stashuk; Mohamed Kamel

Book ID
107383153
Publisher
Springer
Year
2006
Tongue
English
Weight
720 KB
Volume
44
Category
Article
ISSN
1741-0444

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Adaptive fuzzy k-NN classifier for EMG s
Adaptive fuzzy k-NN classifier for EMG signal decomposition
โœ Sarbast Rasheed; Daniel Stashuk; Mohamed Kamel ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 609 KB

An adaptive fuzzy k-nearest neighbour classifier (AFNNC) for EMG signal decomposition is presented and evaluated. The developed classifier uses an adaptive assertion-based classification approach for setting a minimum classification threshold. The similarity criterion used for grouping motor unit po