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
Link To Document :
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