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Uspekhi Fizicheskikh Nauk, 2021, Volume 191, Number 6, Pages 651–669
DOI: https://doi.org/10.3367/UFNr.2020.11.038890
(Mi ufn6831)
 

This article is cited in 9 scientific papers (total in 13 papers)

METHODOLOGICAL NOTES

Extraction of quantum randomness

I. M. Arbekova, S. N. Molotkovabcd

a Academy of Cryptography of the Russian Federation
b Institute of Solid State Physics, Russian Academy of Sciences, Chernogolovka, Moscow region
c Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics
d Lomonosov Moscow State University, Quantum Technology Center
References:
Abstract: The nature of randomness and constructive and provable methods to obtain (extract) it from observations of physical systems are discussed. True randomness, which exists only in a microcosm in the quantum-mechanical description of physical systems, is a fundamental property of quantum systems, which manifests itself in the outcomes of measurements upon quantum systems. The classical description of physical systems does not include any randomness and, in fact, it is introduced ‘manually’ by means of uncertainty—unknown initial conditions. Methods to really ‘feel’ quantum randomness are discussed using the example of a quantum device, a random number generator. Issues related to the ‘proof’ of randomness—testing of numerical sequences—are reviewed, and logical constructions that underlie such testing are analyzed. A mathematical apparatus is used to this end, which does not require special academic training, so standard knowledge from university courses on quantum mechanics and probability theory is sufficient. The authors aim to track a unified logical path from the origin of randomness in the quantum domain to its extraction, physical implementation, and testing.
Received: May 15, 2020
Revised: October 28, 2020
Accepted: November 29, 2020
English version:
Physics–Uspekhi, 2021, Volume 64, Issue 6, Pages 617–634
DOI: https://doi.org/10.3367/UFNe.2020.11.038890
Bibliographic databases:
Document Type: Article
PACS: 03.67.Dd, 42.50.Ex
Language: Russian
Citation: I. M. Arbekov, S. N. Molotkov, “Extraction of quantum randomness”, UFN, 191:6 (2021), 651–669; Phys. Usp., 64:6 (2021), 617–634
Citation in format AMSBIB
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Linking options:
  • https://www.mathnet.ru/eng/ufn6831
  • https://www.mathnet.ru/eng/ufn/v191/i6/p651
  • This publication is cited in the following 13 articles:
    1. O. V. Kamlovskii, K. N. Pankov, “Klass diskretnykh funktsii, postroennykh po neskolkim lineinym rekurrentam nad primarnym koltsom vychetov”, Diskret. matem., 37:1 (2025), 9–21  mathnet  crossref
    2. K. A. Balygin, S. P. Kulik, S. N. Molotkov, “Implementation of a quantum generator of random numbers: extraction of provably random bit sequences from correlated Markov chains”, JETP Letters, 119:7 (2024), 538–548  mathnet  crossref  crossref
    3. S. Yu. Kazantsev, K. N. Pankov, “Algoritm bystroi vyrabotki klyuchevoi posledovatelnosti s ispolzovaniem kvantovogo kanala svyazi”, PDM. Prilozhenie, 2024, no. 17, 93–98  mathnet  crossref
    4. I. M. Arbekov, S. N. Molotkov, “Quantum random number generators, extraction of provably random bit sequences from Markov chain trajectories”, Phys. Usp., 67:9 (2024), 919–937  mathnet  crossref  crossref  adsnasa  isi
    5. D. S. Bogdanov, A. S. Logachev, V. O. Mironkin, “Probability-Theoretical Models of Physical Random Number Generators”, Aut. Control Comp. Sci., 58:8 (2024), 1303  crossref
    6. Yu. N. Eroshenko, “Physics news on the Internet (based on electronic preprints)”, Phys. Usp., 66:2 (2023), 219–220  mathnet  crossref  crossref  adsnasa  isi
    7. E. V. Burlakov, A. V. Korobov, “Continuous-variable quantum key distribution: background and perspectives”, 2023 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF), 2023, 1–5  crossref
    8. S. N. Molotkov, “On the limiting rate of generation of random sequences and the principle of particle identity”, Laser Phys. Lett., 20:3 (2023), 035202  crossref
    9. Yu. N. Eroshenko, “Physics news on the Internet (based on electronic preprints)”, Phys. Usp., 65:2 (2022), 213–214  mathnet  crossref  crossref  adsnasa
    10. S. N. Molotkov, “Homodyne detection in quantum optics: deterministic extractors and quantum random number generators on 'vacuum fluctuations'”, Laser Phys., 32:5 (2022), 055202  crossref
    11. Yu. N. Eroshenko, “Physics news on the Internet (based on electronic preprints)”, Phys. Usp., 64:6 (2021), 638–639  mathnet  crossref  crossref  adsnasa  elib
    12. Yu. N. Eroshenko, “Physics news on the Internet (based on electronic preprints)”, Phys. Usp., 64:9 (2021), 964–965  mathnet  crossref  crossref  isi
    13. Yu. N. Eroshenko, “Physics news on the Internet (based on electronic preprints)”, Phys. Usp., 64:2 (2021), 216–217  mathnet  mathnet  crossref  crossref  mathscinet  isi
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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