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
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;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6284382