Random Numbers Generated by the Oscillator Sampling Method as a Renewal Process

Random Numbers Generated by the Oscillator Sampling Method as a Renewal Process

In this paper, the random numbers generated by a true random number generator, using the oscillator sampling method, are formulated using a renewal process, and this formulation is used to demonstrate the uniformity of the random numbers and the independence between different bits. Using our results...

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Veröffentlicht in:IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences Communications and Computer Sciences, 2022/02/01, Vol.E105.A(2), pp.118-121
1. Verfasser: KAMINAGA, Masahiro
Format: Artikel
Sprache:eng
Schlagworte:
Lower bounds
Numbers
oscillator sampling method
Random numbers
renewal process
Sampling methods
true random number generator
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Zusammenfassung:In this paper, the random numbers generated by a true random number generator, using the oscillator sampling method, are formulated using a renewal process, and this formulation is used to demonstrate the uniformity of the random numbers and the independence between different bits. Using our results, a lower bound for the speed of random number generation could easily be identified, according to the required statistical quality.
ISSN:0916-8508
1745-1337
DOI:10.1587/transfun.2021EAL2023