Adaptive neural network variable structure control for a class of non-affine nonlinear pure-feedback systems

Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics

Volumn 30, Issue 4, 2008, Pages 723-726

  Du, Hong Bin ^a   Li, Shao Jun ^a  

^a EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Adaptive variable structure control; Neural network parameterization; Nonlinear; Pure feedback systems

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; CLOSED LOOP SYSTEMS; FEEDBACK; LYAPUNOV FUNCTIONS; NEURAL NETWORKS; NONLINEAR SYSTEMS; PARAMETERIZATION; VARIABLE STRUCTURE CONTROL;

ADAPTIVE VARIABLE STRUCTURE CONTROL; DECOUPLED BACKSTEPPING DESIGN; EAN VALUE THEOREM; EQUILIBRIUM POINT; NEURAL NETWORK PARAMETERIZATION; NON-AFFINE CSTR PLANT; PURE-FEEDBACK SYSTEMS; SISO SYSTEMS;

INTELLIGENT CONTROL;

EID: 44449118946     PISSN: 1001506X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Seto D, Annaswamy A M, Bailieul J. Adaptive control of nonlinear systems with triangular structure[J]. IEEE Trans. Automat. Contr., 1994, 39: 1411-1428.
2. Ge S S, Wang C. Adaptive NN control of uncertain nonlinear pure-feedback systems[J]. Automatica, 2002, 38(4): 1365-1372.
3. Wang D, Huang J. Adaptive neural network control for a class of uncertain nonlinear systems in pure-feedback[J]. Automatica, 2002, 38(8): 1365-137.
4. Du H B, Shao H H, Yao P J. Adaptive neural network control for a class of low-triangular-structured nonlinear systems[J]. IEEE Trans. Neural Networks, 2006, 17(2): 543-549.
5. Polycarpou M M. Stable adaptive neural control scheme for nonlinear systems[J]. IEEE Trans. Automat. Contr., 1996, 41: 447-451.
6. Ge S S. Adaptive control of uncertain Lorenz system using decoupled backstepping[J], International Journal of Bifurcation and Chaos, 2004, 14: 1439-1445.
7. Krstic M, Kanellakopoulos I, Kokotovic P. Nonlinear and adaptive control design[M]. John Wiley, New York, 1995.
8. Lightbody G, Irwin G W. Direct neural model reference adaptive control[J]. IEE Proc-Control Theory Appl., 1995, 142(1): 31-43.