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- W6801877 abstract "This paper extends a recent result concerning the orthogonality between multidimensional wavelets and linear functions to wavelets of the ridge type. Based on this orthogonality property, a network structure comprising a linear and a ridge wavelet term is proposed. The parameters of this structure, termed linear-wavelet network, can be adjusted by backpropagation of the output error, with basis on a training set of input-output data. The proposed linear-wavelet network is applied to the identification of a pressure plant from experimental data. In this case study, the introduction of wavelets does improve both the modelling and validation performances of a purely linear model." @default.
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- W6801877 date "2002-07-01" @default.
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- W6801877 title "Nonlinear system identification using a combined linear and ridge-wavelet structure" @default.
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