Adaptive output feedback control of nonlinear systems using neural networks

Automatica

Volumn 37, Issue 8, 2001, Pages 1201-1211

  Calise, Anthony J ^a   Hovakimyan, Naira ^a   Idan, Moshe ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

Adaptive control; Neural networks; Output feedback; Uncertainty

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; COMPUTER AIDED DESIGN; CONTROL SYSTEM SYNTHESIS; FEEDBACK CONTROL; LYAPUNOV METHODS; MATHEMATICAL MODELS; NEURAL NETWORKS; SYSTEM STABILITY; UNCERTAIN SYSTEMS;

ADAPTIVE OUTPUT FEEDBACK CONTROL;

NONLINEAR CONTROL SYSTEMS;

EID: 0035427303     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0005-1098(01)00070-X     Document Type: Article

References (19)

1. Observer-based backstepping control using on-line approximation
2. Approximation by superpositions of sigmoidal function
3. Output feedback stabilization of fully linearizable systems
4. On the approximate realization of continuous mappings by neural networks
5. Multilayer feedforward networks are universal approximators
6. Adaptive output feedback control of a class of nonlinear systems using neural networks
7. A combined backstepping and small-gain approach to adaptive output feedback control
8. Nonlinear network structures for feedback control
9. Universal approximation using radial basis function networks
10. Stabilization by output feedback for systems with iss inverse dynamics
11. Gaussian networks for direct adaptive control
12. Output feedback control of nonlinear systems using RBF neural networks