DocumentCode
185009
Title
Effects of optimal tactile feedback in balancing tasks: A pilot study
Author
Tzorakoleftherakis, Emmanouil ; Mussa-Ivaldi, Ferdinando A. ; Scheidt, Robert A. ; Murphey, Todd D.
Author_Institution
Dept. of Mech. Eng., Northwestern Univ., Evanston, IL, USA
fYear
2014
fDate
4-6 June 2014
Firstpage
778
Lastpage
783
Abstract
In this study, we employ optimal control and tactile feedback to teach subjects how to balance a simulated inverted pendulum. The output of a Linear Quadratic Regulator (LQR) was converted to a vibratory teacher-signal and was provided as additional somatosensory feedback to the subjects. The LQR approach is consistent with an energy-saving strategy commonly observed during human motor learning. Our rationale for using the inverted pendulum as a criterion task is that this balance system requires the brain to solve many of the same problems encountered in simple tasks of daily living like transporting a glass of water to the mouth. Experimental results indicate that subjects who trained with the teacher-signal, performed significantly better than subjects who trained only with visual feedback. This result is promising and can be applied, among other fields, in rehabilitation to compensate for lost or compromised proprioception, commonly observed in stroke survivors.
Keywords
energy consumption; haptic interfaces; linear quadratic control; nonlinear systems; somatosensory phenomena; LQR approach; balance system; balancing task; energy-saving strategy; human motor learning; linear quadratic regulator; optimal control; optimal tactile feedback; proprioception; rehabilitation; simulated inverted pendulum; somatosensory feedback; stroke survivor; vibratory teacher-signal; visual feedback; Biomedical optical imaging; Gravity; Mouth; Optical sensors; Pulse width modulation; Biomedical; Learning; Optimal control;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6859410
Filename
6859410
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