Open AccessEnhancement of Non-Linear Generators and Calculate the Randomness Test for Autocorrelation Property
Author(s) -
Ahmed Amer Alsaadi,
Ayad G. Naser Al-Shammari
Publication year - 2019
Publication title -
iraqi journal of science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.152
H-Index - 4
eISSN - 2312-1637
pISSN - 0067-2904
DOI - 10.24996/ijs.2019.60.10.17
Subject(s) - randomness , autocorrelation , randomness tests , generator (circuit theory) , property (philosophy) , statistical hypothesis testing , mathematics , linear congruential generator , test (biology) , random number generation , algorithm , computer science , chi square test , statistical physics , statistics , physics , power (physics) , thermodynamics , philosophy , epistemology , paleontology , biology
In this paper, three main generators are discussed: Linear generator, Geffe generator and Bruer generator. The Geffe and Bruer generators are improved and then calculate the Autocorrelation postulate of randomness test for each generator and compare the obtained result. These properties can be measured deterministically and then compared to statistical expectations using a chi-square test.