Online identification of the system order with ANARX structure

Authors:
Sven Nõmm;Juri Belikov
Affiliations:
Institute of Cybernetics at Tallinn University of Technology, Tallinn, Estonia;Institute of Cybernetics at Tallinn University of Technology, Tallinn, Estonia
Venue:
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Year:
2011

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Abstract

Online training of neural networks based Additive Nonlinear Autoregressive exogenous models constitutes main subject of present research. Main accent is made on determining order of the identified model by increasing number of sub-neural networks corresponding to the model order.