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Adaptive estimation of variable weights in a linear adder

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Abstract

We consider the adaptive estimation problem for variable weights in a linear adder from known values of a scalar function. We further develop an adaptive identification algorithm for static systems. We obtain a nonlinear adaptive estimation algorithm based on correcting prior values of variable weights. In special cases, we establish conditions for the existence of a solution in the estimation problem. We demonstrate the efficiency of the proposed nonlinear adaptive estimation algorithm for variable weights in a linear adder with an example.

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Original Russian Text © V.N. Ovcharenko, 2013, published in Avtomatika i Telemekhanika, 2013, No. 4, pp. 152–166.

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Ovcharenko, V.N. Adaptive estimation of variable weights in a linear adder. Autom Remote Control 74, 660–670 (2013). https://doi.org/10.1134/S0005117913040085

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  • DOI: https://doi.org/10.1134/S0005117913040085

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