Intention detection using a neuro-fuzzy EMG classifier.

One of the most important factors in prosthetic and orthotic controllers is the ability to detect the intention of the person to perform a certain activity such as standing up, quiet standing, walking, and sitting down. For these applications, detecting the intention of the person to perform an acti...

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Bibliographic Details
Published in:	IEEE Engineering in medicine and biology magazine 21, 6 (2002).
Main Author:	Hussein, S.E
Format:	Article
Language:	English
Subjects:	Gabor matching pursuit algorithm. Gaussian distribution. Adaptive neuro-fuzzy inference system. Bandlimited stochastic process. Conscious effort. Electromyography. Genetic algorithms. Global delay time. Intention detection. Neuro-fuzzy EMG classifier. Orthotic controllers. Prosthetic controllers. Quiet standing. Sitting down. Spectral characteristics. Standing up. Time spectral analysis. Walking. Zero mean.