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News Academy of Engineering Sciences A.M. Prokhorov

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About the use of the binomial moment functions for classification of casual processes
G.G. GALUSTOV, E.E. ZAVTUR

Questions of the analysis the effectiveness of the qualifier of casual and pseudo-random processes with use as signs of systems binomial moment functions are considered. Use as signs of characteristics of the signals considering the moments of distribution of the higher usages is shown, that, allows to construct solving rule according to a principle of adaptive Bayesian approach, and the big labour input of calculation of the sedate moments of high usages is levelled by use as vectors of signs of systems binomial moment functions. The system binomial moment functions is not orthogonal, but provides steadier decisions in computing aspect of applied problems, and also provides ease of their technical realisation. For check of resolution capability of the qualifier it is offered to use a special source of «the painted noise», thus power parametres of processes on its output have been sampled so that to reveal service capability of algorithm in the worst for the qualifier a mode. As a result of discussion of experimental researches efficiency of the used signs is estimated both at classification of casual processes, and at classification of the determined signals against the “painted” hindrances, recommendations about application of the qualifiers functioning on the basis of offered algorithm are resulted. Keywords: binomial moment functions, estimations of the moments, statistical characteristics, a power strip of a hindrance, the estimation dispersion, the painted noise, probability of the error, a solving rule.

Contacts: E-mail: zavtur90@mail.ru

Pp. 44-49.

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