DocumentCode
2849838
Title
Active disturbance rejection control for human postural sway
Author
Kotina, R. ; Qing Zheng ; van den Bogert, A.J. ; Zhiqiang Gao
Author_Institution
Honeywell Int. Inc., Phoenix, AZ, USA
fYear
2011
fDate
June 29 2011-July 1 2011
Firstpage
4081
Lastpage
4086
Abstract
A fundamental and open issue pertaining to human postural sway is how to deal with the uncertain, nonlinear and time-varying nature of human motor dynamics. To address the inherent limitations of the current methods, such as PID and model-based designs, a novel active disturbance rejection concept is introduced. In this new framework, the uncertainties, nonlinearities and changes in the dynamics of the plant are treated as disturbance to be rejected. A unique disturbance rejection observer is employed to estimate it and compensate for it in real time. It is shown that the resulting new controller yields excellent performance even with significant uncertainties in the plant dynamics. Furthermore, such design strategy requires very little prior knowledge of the plant.
Keywords
biocontrol; control system synthesis; gait analysis; nonlinear control systems; observers; position control; time-varying systems; uncertain systems; active disturbance rejection control; disturbance rejection observer; human motor dynamics; human postural sway; nonlinear system; plant dynamics; time-varying system; uncertain system; Feedback control; Humans; Joints; Mathematical model; Muscles; Observers; Uncertainty; active disturbance rejection control; extended state observer; functional electrical stimulation; postural control;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2011
Conference_Location
San Francisco, CA
ISSN
0743-1619
Print_ISBN
978-1-4577-0080-4
Type
conf
DOI
10.1109/ACC.2011.5990973
Filename
5990973
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