Pseudorandom number generator based on Arnold cat map and statistical   analysis

ERDİNÇ AVAROĞLU

Makale detayları

Pseudorandom number generator based on Arnold cat map and statistical analysis

Yazarlar:

ERDİNÇ AVAROĞLU

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.633-643

Belge Tipi:

Makale

Yayın Tarihi:

1/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741285

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Pseudorandom number generators (PRNGs) generate random bit streams based on   deterministic algorithms. Any bit stream generated with a PRNG will repeat   itself at a certain point, and the bit streams will become correlated. As a   result, all bit streams generated in this manner are statistically weak.   Such weakness leads to a strong connection between PRNGs and chaos, which is   characterized by ergodicity, confusion, complexity, sensitivity to initial   conditions, and dependence on control parameters. In this study, we   introduce a PRNG that generates bit sequences by sampling two Arnold cat map   outputs. The statistical randomness of bit streams obtained using this PRNG   was verified by statistical analyses such as the NIST test suite, the scale   index method, statistical complexity measures, and autocorrelation. The   generated bit streams successfully passed all the analytical tests and can   be safely used for the many applications of randomness.

Makale detayları

Pseudorandom number generator based on Arnold cat map and statistical analysis

Yazarlar: ERDİNÇ AVAROĞLU

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.633-643

Belge Tipi: Makale

Yayın Tarihi: 1/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000741285

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

ERDİNÇ AVAROĞLU

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 1, pp.633-643

Belge Tipi:

Makale

Yayın Tarihi:

1/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000741285

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632