Orthogonal least squares methods and their application to non-linear system identification
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...For an earlier instance of a related algorithm, see [ 5 ]....
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...It is in this setting that we ask what the proper dictionary is....
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Cites background from "Orthogonal least squares methods an..."
...The earliest reference appears to be a 1989 paper of Chen, Billings, and Luo [17]....
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References
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"Orthogonal least squares methods an..." refers background or methods in this paper
...Non-linear system identification and linear least squares problems Under some mild assumptions a discrete-time multivariable non-linear stochastic control system with m outputs and r inputs can be described by the NARMAX model (Leontaritis and Billings 1985) y(t) = f(y(t -...
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...The NARMAX (Non-linear AutoRegressive Moving Average with eXogenous inputs) model which was introduced by Leontaritis and Billings (1985) provides a basis for such a development....
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