DocumentCode
3130042
Title
Digital acceleration controller based on recursive least squares (RLS) identification for an excretion care support robot
Author
Wang, Yina ; Tan, Renpeng ; Jiang, Yinlai ; Shuoyu Wang ; Hamaguchi, Kazuhiro
Author_Institution
Sch. of Syst. Eng., Kochi Univ. of Technol., Kami, Japan
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
1639
Lastpage
1644
Abstract
In previous studies, an excretion care support robot has been developed for the bedridden people. To improve the motion performance for the robot, a digital acceleration controller has been designed to deal with the problem of uncertain and unbounded nonlinear friction. The motion performance of the digital acceleration control system is not sufficient because the design of the digital acceleration controller need the exact values of the plant parameters of the robot. However, these values are variable due to center-of-gravity shifts and load changes. In this paper, to address these issues, a discrete-time system identification method using recursive least squares(RLS) algorithm is proposed to identify the parameters of the plant online. This method is effective to deal with the problem of center-of-gravity shifts and load changes. Simulations are conducted, the results demonstrate the feasibility and effectiveness of the proposed control method by comparing it with the digital acceleration controller without RLS.
Keywords
acceleration control; control system synthesis; digital control; handicapped aids; least squares approximations; medical robotics; motion control; RLS identification; bedridden people; center-of-gravity shifts; digital acceleration controller; excretion care support robot; motion performance; recursive least squares identification; unbounded nonlinear friction; uncertain nonlinear friction; Acceleration; Equations; Friction; Mathematical model; Mobile robots; Robot kinematics; Digital acceleration control; Excretion care support robot; Nonlinear friction; Online Identification; Recursive Least Squares;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4673-1275-2
Type
conf
DOI
10.1109/ICMA.2012.6284382
Filename
6284382
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