title: ÐÐµÑÐ¾Ð´Ñ Ð¸Ð´ÐµÐ½ÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ Ð¿Ð°ÑÐ½ÑÑ ÐºÐ¾ÑÑÐµÐ»ÑÑÐ¸Ð¹ Ð´Ð¸ÑÐºÑÐµÑÐ½ÑÑ ÑÐ»ÑÑÐ°Ð¹Ð½ÑÑ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð²
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Identification of paired correlations of discrete random processes
Creators: name: ÐÐ¾ÑÑÑÐ¸Ð½, ÐÐ»ÑÑ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2023
Subjects: Ð¡Ð¸ÑÑÐµÐ¼Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð·
Ð¡Ð»ÑÑÐ°Ð¹Ð½ÑÐµ Ð¿ÑÐ¾ÑÐµÑÑÑ (Ð¼Ð°Ñ.)
ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½Ñ Ð¼Ð¾Ð½ÑÐµ-ÐºÐ°ÑÐ»Ð¾
Ð¸Ð´ÐµÐ½ÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð²
ÐºÐ¾ÑÑÐµÐ»ÑÑÐ¸Ñ
Ð¾ÑÐµÐ½ÐºÐ° ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ ÐºÐ¾ÑÑÑÐ¸ÑÐ¸ÐµÐ½ÑÐ° ÐºÐ¾ÑÑÐµÐ»ÑÑÐ¸Ð¸
monte carlo experiment
signal identification
correlation
evaluation of the effectiveness of the correlation coefficient

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description: The topic of the paper is âIdentification of pair correlations of discrete random processesâ. In the final qualifying paper various approaches to the estimation of the parameters of correlation functions of random processes are investigated. In the course of the study, parametric and nonparametric methods of the estimation of correlation functions are studied, their performance characteristics are analyzed and various parameters of correlation coefficients are evaluated. An algorithm for identification of pair correlations for discrete random processes was also developed and a numerical experiment was performed. Two experiments were carried out to analyze the parameters of the correlation coefficient: 1. Monte Carlo simulation; 2. Tukey-Huber error model experiment. To synthesize the identification algorithm mathematical modeling was performed on various samples and degree of correlation of data using the MATLAB system. These results can be used to identify pair correlations of two noisy signals in âblack boxâ type systems.