Title :
A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model
Author :
Yang, Jun ; Zhang, Huaguang ; Liu, Derong
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper concerns the problem of mixed H2/Hinfin control of a class of nonlinear continuous-time systems with time delays, which can be represented by a delayed fuzzy hyperbolic model (DFHM). The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, a DFHM is not only a kind of valid global description but also a kind of nonlinear model essentially. Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a DFHM-based mixed H2/Hinfin controller are provided, which are given in terms of the feasibility of a set of linear matrix inequalities (LMIs). Simulation results show the validity of the proposed method.
Keywords :
Hinfin control; Lyapunov methods; continuous time systems; delays; fuzzy control; hyperbolic equations; linear matrix inequalities; nonlinear control systems; DFHM; Hinfin control; LMI; Lyapunov functional approach; delayed fuzzy hyperbolic model; linear matrix inequality; nonlinear continuous-time system; premise structure identification; valid global description; Delay effects; Fuzzy control; Fuzzy systems; Hydrogen; Nonlinear control systems; Nonlinear systems; Recurrent neural networks; Stability; Symmetric matrices; Transmission line matrix methods;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277350