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Minimax filtration of linear transformations of stationary sequences
Authors:M P Moklyachuk
Institution:(1) Kiev University, USSR
Abstract:We will consider the problem of determining a linear, mean-square optimal estimate of the transformation 
$$A\xi  = \sum\limits_{j = 0}^\infty  {\alpha (j)\xi ( - j)} $$
of a stationary random sequence xgr(k) with density f(lambda) from observations of the sequence xgr(k) + n(k) withkles0, where eegr(k) is a stationary sequence not correlated with xgr(k) with density g(lambda). The least favorable spectral densities and minimax (robust) spectral characteristics of an optimal estimate Axgr for different classes of densities are found.Translated from Ukrainskii Matematicheskii Zhurnal, Vol. 43, No. 1, pp. 92–99, January, 1991.
Keywords:
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