TY - GEN
T1 - The effect of electrode displacements on pattern recognition based myoelectric control
AU - Hargrove, L.
AU - Englehart, K.
AU - Hudgins, B.
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2006/12/1
Y1 - 2006/12/1
N2 - Pattern recognition based myoelectric controllers rely on a fundamental assumption that the patterns detected under a given electrode are repeatable for a given state of muscle activation. Consequently, electrode displacements on the skins surface affect the classification accuracy of the pattern based myoelectric controller. The effects of electrode displacement can be mitigated by using a training set of data which consists of patterns detected over a range of plausible displacement locations to train the control system.
AB - Pattern recognition based myoelectric controllers rely on a fundamental assumption that the patterns detected under a given electrode are repeatable for a given state of muscle activation. Consequently, electrode displacements on the skins surface affect the classification accuracy of the pattern based myoelectric controller. The effects of electrode displacement can be mitigated by using a training set of data which consists of patterns detected over a range of plausible displacement locations to train the control system.
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U2 - 10.1109/IEMBS.2006.260681
DO - 10.1109/IEMBS.2006.260681
M3 - Conference contribution
C2 - 17946096
AN - SCOPUS:34047114112
SN - 1424400325
SN - 9781424400324
T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
SP - 2203
EP - 2206
BT - 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06
T2 - 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06
Y2 - 30 August 2006 through 3 September 2006
ER -