Title :
Adaptive control design of uncertain piecewise-linear systems
Author :
Lin, Nanzhu ; Wang, Xin ; Zhang, Yanan ; Wang, Chunze ; Diao, Shu
Author_Institution :
Sch. of Electr. Eng., Jilin Univ., Changchun, China
Abstract :
In this paper, we study adaptive control design problem of piecewise-linear systems with matching parametric uncertainties. The basic idea is to construct a piecewise control law and a piecewise parameter adaptation law in such a way that a piecewise quadric Lyapunov function can be used to establish the global stability. All of the synthesis conditions are formulated as Linear Matrix Inequities and can therefore be efficiently solved. Moreover, the possibility of sliding motion at the boundary of polytopic regions is considered, and the results are demonstrated by application to control a linear motor.
Keywords :
Lyapunov methods; adaptive control; control system synthesis; linear matrix inequalities; linear systems; piecewise linear techniques; stability; uncertain systems; adaptive control design; global stability; linear matrix inequalities; linear motor; parametric uncertainty; piecewise control law; piecewise parameter adaptation law; piecewise quadric Lyapunov function; polytopic region; sliding motion; synthesis condition; uncertain piecewise-linear system; Adaptation models; Adaptive control; Educational institutions; Linear systems; Mathematical model; Stability analysis; Uncertainty;
Conference_Titel :
Control (CONTROL), 2012 UKACC International Conference on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4673-1559-3
Electronic_ISBN :
978-1-4673-1558-6
DOI :
10.1109/CONTROL.2012.6334736