Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 32, Issue 4, 2002, Pages 505-511

  Patra, Jagdish C ^a,b   Kot, Alex C ^a,b  

^a IEEE   (Singapore)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Chebyshev polynomials; Functional link neural networks; Multilayer perception; Nonlinear system identification

Indexed keywords

FUNCTIONAL LINK NEURAL NETWORKS;

ALGORITHMS; BACKPROPAGATION; CHEBYSHEV APPROXIMATION; DYNAMICS; GAUSSIAN NOISE (ELECTRONIC);

MULTILAYER NEURAL NETWORKS;

EID: 0036685272     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2002.1018769     Document Type: Article

References (35)

1. Neural networks in control systems
2. Memory neural networks for identification and control of dynamical systems
3. Application of recurrent multilayer perceptron in modeling of complex process dynamics
4. Nonlinear system identification using additive dynamic neural networks-two on-line approaches
5. Identification and control of dynamical systems using neural networks
6. Neural networks for self-learning control system
7. Dynamic control of a robot ann based on neural networks
8. Robust nonlinear system identification using neural network models
9. Networks for approximation and learning
10. Fast learning in networks of locally-tuned processing units
11. Universal approximation using radial basis function networks
12. Layered neural networks with Gaussian hidden units as universal approximation
13. Recursive hybrid algorithm for nonlinear system identification using radial basis function networks
14. Radial basis function neural network for approximation and estimation of nonlinear stochastic dynamic systems
15. Wavelet networks
16. Analysis and synthesis of feedforward neural networks using discrete affine wavelet transforms
17. Wavelet neural networks for function learning
18. Using wavelet network in nonparametric estimation
19. An orthonormal neural network for function approximation
20. A perceptron based neural network for identification and control of nonlinear systems
21. Linear and nonlinear ARIMA model parameter estimation using an artificial neural network
22. Application of functional link neural network to HVAC thermal dynamic system identification
23. Identification of nonlinear dynamic systems using functional link artificial neural networks
24. Pattern classification with Chebyshev neural networks
25. The Chebyshev polynomial-based unified model neural networks for functional approximation
26. A scaled conjugate gradient algorithm for fast supervised learning
27. First- and second-order methods for learning: Between steepest descent and Newton's method
28. Conjugate gradient algorithm for efficient training of artificial neural networks
29. Training feedforward networks with Marquardt algorithm
30. An algorithm for training multilayer perceptrons for data classification and function interpolation
31. The future of time series: Learning and understanding
32. An orthonormal neural network for functional approximation
33. Nonlinear channel equalization for QAM signal constellation using artificial neural networks