Parameter identification of dynamical systems

Chaos, Solitons and Fractals

Volumn 23, Issue 4, 2005, Pages 1137-1151

  Rao, V S H ^a   Yadaiah, Narri ^a  

^a JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; LAPLACE TRANSFORMS; LEARNING SYSTEMS; LINEAR SYSTEMS; NEURAL NETWORKS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; POLYNOMIALS; STABILITY; TRANSFER FUNCTIONS;

DELTA-LEARNING RULE; DYNAMICAL SYSTEMS; NOISE SENSITIVITY;

LARGE SCALE SYSTEMS;

EID: 6344282813     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2003.09.047     Document Type: Article

References (13)

1. Chu SR, Shoureshi R, Tenorio M. Neural networks for system identification. IEEE Control Syst 1990;10(3):31-5.
2. Diamessis JE. A new method of determining the parameters of physical systems. Proc IEEE 1965;53:205-6.
3. Fairman FW, Shen DWC. Parameter identification for linear time varying dynamic processes. Proc Inst Elec Eng 1970;117:2025-9.
4. Kim SW, Lee JJ. Unknown parameter identification of parameterized system using multi-layered neural networks. IEEE Int Conf Neural Networks, 1993. p. 438-43.
5. Perdreaville FJ, Qoodson RE. Identification of system described by partial differential equations. Trans ASME (J Basic Eng) 1966;68:463-8.
6. Rao GP, Sivakumar L. Identification of deterministic time-lag systems. IEEE Trans Automatic Control 1976:527-9.
7. Raol JR. Neural network based parameter estimation of unstable aerospace dynamic systems. IEE Proc Control Theory Appl 1994;141(6):385-8.
8. Rumelhart DE, Hinton GE, Williams RJ. Learning internal representations by error propagation. Parallel Distributed Processing (PDP group, Eds.), 1986. p. 318-62.
9. Sage AP, Melsa James L. System identification. Academic Press, Inc; 1971.
10. Shinbrot M. On the analysis of linear and nonlinear systems. Trans ASME 1957;79:547-52.
11. Yadaiah N. Some aspects of identification and control of dynamical systems using neural networks. PhD Thesis, JNT University, Hyderabad, India, 1999.
12. Yadaiah N, Sivakumar L, Deekshatulu BL. Parameter identification via neural networks with fast convergence. Int J Math Comput Simulat 2000;51:157-67.
13. Yadaiah N, Sivakumar L, Deekshatulu BL, Rao VSH. Neural network architecture for describing input-output relations. Electronic Modelling 2002;24:48-61.