Title
Continuous locomotion-mode identification for prosthetic legs based on neuromuscular-mechanical fusion.
Abstract
In this study, we developed an algorithm based on neuromuscular-mechanical fusion to continuously recognize a variety of locomotion modes performed by patients with transfemoral (TF) amputations. Electromyographic (EMG) signals recorded from gluteal and residual thigh muscles and ground reaction forces/moments measured from the prosthetic pylon were used as inputs to a phase-dependent pattern clas...
Year
DOI
Venue
2011
10.1109/TBME.2011.2161671
IEEE Transactions on Biomedical Engineering
Keywords
Field
DocType
Electromyography,Leg,Prosthetics,Legged locomotion,Knee,Accuracy,Support vector machines
Computer vision,Computer science,Support vector machine,Electromyography,Fusion,Sensor fusion,Ground reaction force,Gait analysis,Artificial intelligence,Classifier (linguistics),Swing
Journal
Volume
Issue
ISSN
58
10
0018-9294
Citations 
PageRank 
References 
57
2.76
12
Authors
6
Name
Order
Citations
PageRank
He Huang131543.94
Fan Zhang2815.30
Levi J Hargrove343842.47
Zhi Dou4744.73
Daniel R Rogers5572.76
Kevin B Englehart617513.19