DocumentCode :
1773094
Title :
A robust adaptive linear control for a ball handling mechanism
Author :
Jahandari, Sina ; Beyglou, Farzad Fathali ; Kalhor, Ahmad ; Masouleh, Mehdi Tale
Author_Institution :
Human & Robot Interaction Lab., Univ. of Tehran, Tehran, Iran
fYear :
2014
fDate :
15-17 Oct. 2014
Firstpage :
376
Lastpage :
381
Abstract :
In this paper, a novel robust adaptive control design for a general class of Single-Input Single-Output (SISO) nonlinear time-varying systems is delineated. To this end, for a ball handling mechanism, a systematic approach is presented to modify solutions of the arm target angle tracking problem in this robot. Initially, a virtual model of simplified ball handling mechanism is sketched in MSC-ADAMS. Afterwards, assuming there is no priori knowledge about the dynamics of the system except its order, a brand new suggested online linearization technique based on Recursive Least Squares (RLS) method is applied inorder to identify the plant and to derive an Adaptive Linear Regression (ALR) model for the system. Concentrating on this pseudo linear form, an extended sliding mode controller, established upon Lyapanuv theory, is designed and developed step by step. Multifarious simulations were performed and results clearly demonstrated the privilege and effectiveness of the proposed approaches.
Keywords :
Lyapunov methods; adaptive control; control system synthesis; least squares approximations; mobile robots; nonlinear control systems; regression analysis; robust control; time-varying systems; variable structure systems; ALR model; Lyapanuv theory; RLS method; SISO; adaptive linear regression model; ball handling mechanism; recursive least squares method; robust adaptive linear control design; single-input single-output nonlinear time-varying systems; sliding mode controller; Adaptation models; Approximation methods; Mathematical model; Mobile robots; Robustness; Wheels; Ball handling mechanism; Online linearization; Robust adaptive control; Sliding mode;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Mechatronics (ICRoM), 2014 Second RSI/ISM International Conference on
Conference_Location :
Tehran
Type :
conf
DOI :
10.1109/ICRoM.2014.6990930
Filename :
6990930
Link To Document :
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