Analyzing the Possibility of Increasing the Randomness of Noise Using a Continuous Wavelet Transform, Based on a Sequence of Numbers Generated by an Optical Random Noise Generator

IF 0.48 Q4 Physics and Astronomy Bulletin of the Russian Academy of Sciences: Physics Pub Date : 2025-01-16 DOI:10.1134/S1062873824708547
M. E. Sibgatullin, D. A. Mavkov, L. R. Gilyazov, N. M. Arslanov
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Abstract

The authors investigate the possibility of controlling the parameters of random number sequences using a continuous wavelet transform. It is shown that changing the energy of the scales of the continuous wavelet transform can increase the probability of passing the NIST LongestRun, FFT, and Runs tests. The possibility of increasing the probability of passing tests is demonstrated for different sizes of the studied experimental sequence of random numbers.

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基于光学随机噪声发生器产生的数字序列,分析用连续小波变换增加噪声随机性的可能性
研究了用连续小波变换控制随机数序列参数的可能性。结果表明,改变连续小波变换尺度的能量可以提高通过NIST longestrn、FFT和Runs测试的概率。对所研究的实验随机数序列的不同大小证明了增加试验通过概率的可能性。
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来源期刊
Bulletin of the Russian Academy of Sciences: Physics
Bulletin of the Russian Academy of Sciences: Physics Physics and Astronomy-Physics and Astronomy (all)
CiteScore
0.90
自引率
0.00%
发文量
251
期刊介绍: Bulletin of the Russian Academy of Sciences: Physics is an international peer reviewed journal published with the participation of the Russian Academy of Sciences. It presents full-text articles (regular,  letters  to  the editor, reviews) with the most recent results in miscellaneous fields of physics and astronomy: nuclear physics, cosmic rays, condensed matter physics, plasma physics, optics and photonics, nanotechnologies, solar and astrophysics, physical applications in material sciences, life sciences, etc. Bulletin of the Russian Academy of Sciences: Physics  focuses on the most relevant multidisciplinary topics in natural sciences, both fundamental and applied. Manuscripts can be submitted in Russian and English languages and are subject to peer review. Accepted articles are usually combined in thematic issues on certain topics according to the journal editorial policy. Authors featured in the journal represent renowned scientific laboratories and institutes from different countries, including large international collaborations. There are globally recognized researchers among the authors: Nobel laureates and recipients of other awards, and members of national academies of sciences and international scientific societies.
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