Adaptive output-feedback stochastic nonlinear stabilization using neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4491 LNCS, Issue PART 1, 2007, Pages 158-165

  Yang, Jun ^a   Ni, Junchao ^b   Chen, Weisheng ^c  

^a LINYI UNIVERSITY   (China)

^b Shaanxi Institute of Education   (China)

^c XIDIAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ASYMPTOTIC ANALYSIS; CLOSED LOOP CONTROL SYSTEMS; RANDOM PROCESSES; SYSTEM STABILITY;

ADAPTIVE NEURAL NETWORK CONTROL; NONLINEAR FUNCTIONS; STOCHASTIC NONLINEAR OUTPUT FEEDBACK SYSTEMS;

NEURAL NETWORKS;

EID: 37249041494     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (11)

1. Krstić M., Kanellakopulos I., Kocotovic P.V.: Nonlinear and Adaptive Control Design. New York: Wiley (1995)
2. Pan Z., Basar T.: Backstepping Controller Design for Noninear Stochastic Systems under A Risk-sensitive Cost Criterion. SIAM J. Control and Optimization 37 (1999) 957-995
3. Deng H., Krstić M.: Output-feedback Stabilization of Stochastic Nonlinear s Systems Driven by Noise of Unknown Covariance. Systems & Control Letters 39 (2000) 173-182
4. Ji H.B., Xi H.S.: Adaptive Output-feedback Tracking of Stochastic Nonlinear Systems. IEEE Transactions on Automatica Control 51 (2006) 355-360
5. Fu Y.S., Tian Z.H., Shi S.J.: Output Feedback Stabilization for A Class of Stochastic Time-delay Nonlinear Systems. IEEE Transactions on Automatica Control 50 (2005) 847-851
6. Wang D., Huang J.: Neural Network-based Adaptive Dynamic Surface Control for A Class of Uncertain Nonlinear Sytems in Strict-feedback Form. IEEE Transactions on Neural Networks 16 (2005)195-202
7. Choi J.Y., Farrell J.A.: Adaptive Observer Backstepping Control Using Neural Networks. IEEE Transactions on Neural Networks 12(2001) 1103-1113
8. Ho D.W.C., Li J.M., Hong Y.G.: Adaptive Neural Control for A Class of Nonlinear Parametric Time Delay Systems. IEEE Transactions on Neural Networks 16 (2005) 625-635
9. Chen W.S., Li J.M.: Adaptive Neural Tracking Control for Unknown Output Feedback Nonlinear Time-delay Systems. ACTA Automatica Sinica 31 (2005) 799-803
10. Chen W.S., Li J.M.: Adaptive Output Feedback Control for Nonlinear Time-delay Systems Using Neural Network. Journal of Control Theory and Application 4 (2006) 313-320
11. Krstić M., Deng H.: Stabilization of Nonlinear Uncertain Systems. London, SpringVerlag (1998)