DocumentCode :
321149
Title :
Natural sensory feedback for control of standing
Author :
Andreasen, Lotte N S ; Jensen, Winnie ; Veltink, Peter H. ; Struijk, Johannes J.
Author_Institution :
Dept. of Med. Inf. & Image Anal., Aalborg Univ., Denmark
Volume :
1
fYear :
1996
fDate :
31 Oct-3 Nov 1996
Firstpage :
441
Abstract :
The use of natural sensory signals as feedback for FES systems within rehabilitation is still in its early stage. So far the signals have mostly been used for event detection, e.g, detection of slip. A new application of sensory feedback signals is to apply it in control of paraplegic standing, This paper describes a preliminary study to the use of natural sensory feedback in control of FES assisted standing. It was investigated whether it seems possible to extract a qualitative feature suitable for control of standing from an ENG signal recorded by a cuff electrode. The ENG from the foot sole of one normal subject, standing with voluntary sway, was modeled and used for extraction of the center of pressure (COP) within the foot support area. An artificial neural network was used for feature extraction and the extracted COP was compared with the actual COP measured by a forceplate. The result showed that the modeled ENG signal does provide information about the position of COP
Keywords :
biocontrol; bioelectric phenomena; biomechanics; feature extraction; feedback; medical signal processing; neural nets; orthotics; ENG signal; FES assisted standing; artificial neural network; center of pressure extraction; cuff electrode; electroneurography; foot support area; forceplate; natural sensory feedback; rehabilitation; slip detection; standing control; Biomedical informatics; Data mining; Electrodes; Event detection; Feature extraction; Feedback; Foot; Hysteresis; Image analysis; Resistors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
Type :
conf
DOI :
10.1109/IEMBS.1996.657033
Filename :
657033
Link To Document :
بازگشت