F-SVD based algorithm for variability and stability measurement of bio-signals, feature extraction and fusion for pattern recognition
F-SVD based algorithm for variability and stability measurement of bio-signals, feature extraction and fusion for pattern recognition
A. Hazarika,M. Barthakur,L. Dutta,M. Bhuyan
2019 · DOI: 10.1016/J.BSPC.2018.08.010
Biomedical Signal Processing and Control · 14 Citations
TLDR
This is first time that F-SVD is employed for automatic classification of EMG signals to diagnose amyotrophic lateral sclerosis, myopathy and normal subjects and comparison of performance with state-of-the-art methods depicts that this method comparable or superior in terms of various performance metrics.
