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...

Szczegółowa specyfikacja

Opis bibliograficzny
Wydane w:	IEEE Engineering in medicine and biology magazine 21, 6 (2002).
1. autor:	Hussein, S.E
Format:	Artykuł
Język:	English
Hasła przedmiotowe:	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.