title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð³ÐµÐ½ÐµÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¸ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑÑÐ¼Ð¾Ð¿Ð¾Ð´Ð¾Ð±Ð½ÑÑ ÑÐ»ÑÑÐ°Ð¹Ð½ÑÑ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐµÐ¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of a software application for generating and statistical analysis of noise-like random sequences
Creators: name: ÐÐµÑÐ±Ð¾Ð²Ð°, ÐÐ°ÑÐ¸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: 2024
Subjects: ÑÐ»ÑÑÐ°Ð¹Ð½ÑÐ¹ Ð¿ÑÐ¾ÑÐµÑÑ
ÑÐ»ÑÑÐ°Ð¹Ð½ÑÐµ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸
Ð¿ÑÐµÐ²Ð´Ð¾ÑÐ»ÑÑÐ°Ð¹Ð½ÑÐµ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸
ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð·
Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ
random process
random secuecies
pseudorandom secuecies
statistical analysis
software design

description: Ð¦ÐµÐ»ÑÑ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð¸ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ ÑÐ¿Ð¾ÑÐ¾Ð±Ð½Ð¾Ð³Ð¾ ÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÐ¼Ð¸ ÑÑÐµÐ´ÑÑÐ²Ð°Ð¼Ð¸ ÑÑÐ¼Ð¾Ð¿Ð¾Ð´Ð¾Ð±Ð½ÑÐµ ÑÐ»ÑÑÐ°Ð¹Ð½ÑÐµ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ñ ÑÐ°Ð²Ð½Ð¾Ð¼ÐµÑÐ½ÑÐ¼ Ð¸ Ð½Ð¾ÑÐ¼Ð°Ð»ÑÐ½ÑÐ¼ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸ÐµÐ¼, Ð° ÑÐ°ÐºÐ¶Ðµ ÑÐ¿Ð¾ÑÐ¾Ð±Ð½Ð¾Ð³Ð¾ Ð²ÑÐ¿Ð¾Ð»Ð½ÑÑÑ Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐµÐ¹ Ð½Ð° ÑÐ»ÑÑÐ°Ð¹Ð½Ð¾ÑÑÑ Ñ Ð¿ÑÐ¾Ð²ÐµÑÐºÐ¾Ð¹ Ð³Ð¸Ð¿Ð¾ÑÐµÐ·Ñ Ð½Ð° Ð½Ð¾ÑÐ¼Ð°Ð»ÑÐ½Ð¾ÑÑÑ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ. Ð Ð¿ÑÐ¾ÑÐµÑÑÐµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð° Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð° Ð¿ÑÐ¸ÑÐ¾Ð´Ð° ÑÐ»ÑÑÐ°Ð¹Ð½ÑÑ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐµÐ¹ Ð¸ Ð¸Ñ Ð½ÐµÐºÐ¾ÑÐ¾ÑÑÐµ ÑÐ°ÑÐ°ÐºÑÐµÑÐ¸ÑÑÐ¸ÐºÐ¸. Ð Ð°ÑÑÐ¼Ð¾ÑÑÐµÐ½Ñ ÑÐ¿Ð¾ÑÐ¾Ð±Ñ Ð³ÐµÐ½ÐµÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ»ÑÑÐ°Ð¹Ð½ÑÑ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐµÐ¹ ÑÐ¸Ð·Ð¸ÑÐµÑÐºÐ¸Ð¼Ð¸ Ð¸ Ð¼Ð°ÑÐµÐ¼Ð°ÑÐ¸ÑÐµÑÐºÐ¸Ð¼Ð¸ ÑÑÐµÐ´ÑÑÐ²Ð°Ð¼Ð¸. ÐÐ¾ÑÑÐ°Ð½Ð¾Ð²ÐºÐ° Ð·Ð°Ð´Ð°ÑÐ¸ Ð¾ÑÐ¾ÑÐ¼Ð»ÐµÐ½Ð° Ð² Ð²Ð¸Ð´Ðµ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÑÐºÐ¾Ð¹ Ð¸ÑÑÐ¾ÑÐ¸Ð¸ (user story). ÐÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÑÑÑÐºÑÑÑÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð¿ÑÐµÐ´ÑÑÐ°Ð²Ð»ÐµÐ½Ð° Ð² Ð²Ð¸Ð´Ðµ Ð´Ð¸Ð°Ð³ÑÐ°Ð¼Ð¼Ñ UML. Ð ÐºÐ°ÑÐµÑÑÐ²Ðµ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ°Ð»ÑÐ½Ð¾Ð³Ð¾ ÑÑÐµÐ´ÑÑÐ²Ð° ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð²ÑÐ±ÑÐ°Ð½ ÑÐ·ÑÐº Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ C++. Ð ÑÐµÐ»Ð¾Ð¼ ÑÑÐ¾ Ð¿Ð¾Ð·Ð²Ð¾Ð»Ð¸Ð»Ð¾ Ð²ÑÐ¿Ð¾Ð»Ð½Ð¸ÑÑ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÑ ÑÑÐµÐ½Ð°ÑÐ½ÑÑ Ð¿Ð»Ð°Ð½Ð¾Ð², (user cases) Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ ÐºÐ¾ÑÐ¾ÑÑÑ Ð±ÑÐ»Ð° Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð° ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð²ÑÐµÐ³Ð¾ Ð¿ÑÐ¾ÐµÐºÑÐ°, Ð° ÑÐ°ÐºÐ¶Ðµ Ð²ÑÐ¿Ð¾Ð»Ð½Ð¸ÑÑ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÑ ÑÑÐµÐ½Ð°ÑÐ½ÑÑ Ð¿Ð»Ð°Ð½Ð¾Ð² (test cases), Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ ÐºÐ¾ÑÐ¾ÑÑÑ Ð±ÑÐ»Ð¾ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¾ Ð¼Ð¾Ð´ÑÐ»ÑÐ½Ð¾Ðµ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ ÑÑÐ½ÐºÑÐ¸Ð¹, Ð²ÑÑÐ¸ÑÐ»ÑÑÑÐ¸Ñ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ ÑÐ°ÑÐ°ÐºÑÐµÑÐ¸ÑÑÐ¸ÐºÐ¸ ÑÐ»ÑÑÐ°Ð¹Ð½Ð¾Ð¹ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸. Ð¡Ð¾Ð·Ð´Ð°Ð½ Ð´Ð¸ÑÑÑÐ¸Ð±ÑÑÐ¸Ð²Ð½ÑÐ¹ Ð¿Ð°ÐºÐµÑ ÑÐ°Ð·Ð²ÐµÑÑÑÐ²Ð°Ð½Ð¸Ñ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð½Ð° ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐµ. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ ÑÐ°Ð±Ð¾ÑÑ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð¾ Ð¿ÑÐ¾ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ðµ Ð¸ Ð¿Ð¾Ð»Ð½Ð¾ÑÑÑÑ ÑÐµÐ°Ð»Ð¸Ð·ÑÑÑÐµÐµ Ð·Ð°ÑÐ²Ð»ÐµÐ½Ð½ÑÐ¹ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð°Ð» Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ, Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐµÐµ Ð¿Ð¾Ð»ÑÑÐ¸ÑÑ Ð¾ÑÐ½Ð¾Ð²Ð½ÑÐµ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ðµ ÑÐ²Ð¾Ð¹ÑÑÐ²Ð° Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÑÐµÐ¼Ð¾Ð¹ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸, Ð° ÑÐ°ÐºÐ¶Ðµ ÑÐ³ÐµÐ½ÐµÑÐ¸ÑÐ¾Ð²Ð°ÑÑ Ð¸Ð¼Ð¸ÑÐ¸ÑÑÑÑÑÑ ÑÑÐ¼ Ð¿ÑÐµÐ²Ð´Ð¾ÑÐ»ÑÑÐ°Ð¹Ð½ÑÑ Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÑ Ñ ÑÐ°Ð²Ð½Ð¾Ð¼ÐµÑÐ½ÑÐ¼ Ð¸Ð»Ð¸ Ð½Ð¾ÑÐ¼Ð°Ð»ÑÐ½ÑÐ¼ ÑÐ°ÑÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸ÐµÐ¼. ÐÐ¾Ð»ÑÑÐµÐ½Ð½Ð¾Ðµ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ Ð¿Ð¾Ð»Ð½Ð¾ÑÑÑÑ Ð³Ð¾ÑÐ¾Ð²Ð¾ Ðº ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð½Ð° Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ðµ Ð´Ð»Ñ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ ÑÐºÑÐ¿ÑÐµÑÑ-Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð² Ð½Ð° ÑÐ»ÑÑÐ°Ð¹Ð½Ð¾ÑÑÑ, Ð° ÑÐ°ÐºÐ¶Ðµ Ð´Ð»Ñ ÑÐ²ÐµÐ»Ð¸ÑÐµÐ½Ð¸Ñ ÑÐ½ÑÑÐ¾Ð¿Ð¸Ð¸ Ð¿ÐµÑÐµÐ´Ð°Ð²Ð°ÐµÐ¼ÑÑ ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð².
description: The purpose of the graduate qualification work is to design and develop an application capable of generating noise-like random sequences with uniform and normal distribution by software, as well as capable of performing analysis of sequences for randomness with hypothesis testing for normal distribution. In the process of work, the nature of random sequences and some of their characteristics were analyzed. Methods for generating random sequences by physical and mathematical means are considered. The task statement is framed in the form of a User Story. The organizational structure of the application is represented as a UML diagram. The C++ programming language was chosen as a tool for implementing the application. In general, this made it possible to prepare scenario plans (user cases) on the basis of which the development of the entire project was carried out, as well as to prepare scenario plans (test cases) on the basis of which unit testing of functions that calculate the statistical characteristics of a random sequence was performed. A distribution package has been created to deploy the application on a computer. As a result of the work, a tested application that fully implements the declared functionality has been obtained, which allows obtaining the main statistical properties of the analyzed sequence, as well as generating a pseudo-random sequence simulating noise with a uniform or normal distribution. The resulting application is completely ready for testing in production to perform express analysis of signals for randomness, as well as to increase the entropy of transmitted signals.