DocumentCode
2841068
Title
EMG control switching system for FES
Author
Yamaguchi, Hiroki ; Nishikawa, Daisuke ; Yu, Wenwei ; Maruishi, Masaharu ; Yokoi, Hiroshi ; Mano, Yukio ; Kakazu, Yukinori
Author_Institution
Hokkaido Univ., Sapporo, Japan
fYear
1999
fDate
1999
Firstpage
7
Lastpage
12
Abstract
Functional electrical stimulation (FES) is an effective method for assisting the movement of paraplegic patients. FES makes it possible to realize activities such as standing-up, walking, and grasping. However in spite of this advantage, its clinical application is limited. One reason is that it needs a switch for which the paraplegic patients have to make an action other than the one that they desire to make. In some cases, it is possible to use another type of switch. Lower limb actions, for example standing-up and walking, need the synchronization of both limbs. Hence, in the case of lower limb hemiplegics it is possible to recognize the action that the patients intend to perform from the EMG (electromyogram) detected on the surface of the normal limb. EMG is physiological signal with individual disparity, which inevitably results in classification error. To overcome this problem, we use online classifier method. This paper presents an automatic switch system using EMG for hemiplegics and shows its potential
Keywords
biocontrol; electromyography; handicapped aids; medical signal processing; patient rehabilitation; pattern classification; EMG control switching system; FES; classification error; electromyogram; functional electrical stimulation; limb synchronization; lower limb hemiplegics; online classifier method; paraplegic patients; Biosensors; Control systems; Electrodes; Electromyography; Extremities; Legged locomotion; Neuromuscular stimulation; Sensor systems; Switches; Switching systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Robot and Human Interaction, 1999. RO-MAN '99. 8th IEEE International Workshop on
Conference_Location
Pisa
Print_ISBN
0-7803-5841-4
Type
conf
DOI
10.1109/ROMAN.1999.900302
Filename
900302
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