TY - GEN
T1 - Properties of Knuth's Quadratic Congruential Sequences with Modulus m = 2W p
AU - Miyazaki, Takeru
AU - Araki, Shunsuke
AU - Kawase, Kohei
AU - Uehara, Satoshi
AU - Nogami, Yasuyuki
PY - 2019/10
Y1 - 2019/10
N2 - In this paper, we give some important characteristics of Knuth's quadratic congruential sequences with a particular modulus as a pseudorandom number generator. For modulus m = 2W p where p is an odd prime, we derive some periodic relations of the sequence by using analysis results shown by Iwasaki and Umeno for their one-stroke polynomial. Accordingly, we have theoretical analysis for randomness of these sequences and evaluate pseudorandom number outputs by these sequences by the NIST statistical tests.
AB - In this paper, we give some important characteristics of Knuth's quadratic congruential sequences with a particular modulus as a pseudorandom number generator. For modulus m = 2W p where p is an odd prime, we derive some periodic relations of the sequence by using analysis results shown by Iwasaki and Umeno for their one-stroke polynomial. Accordingly, we have theoretical analysis for randomness of these sequences and evaluate pseudorandom number outputs by these sequences by the NIST statistical tests.
KW - Knuth's Quadratic Congruential Sequences
KW - One-Stroke Polynomial
KW - Periodic Sequence
KW - Pseudorandom Number Generator
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U2 - 10.1109/IWSDA46143.2019.8966096
DO - 10.1109/IWSDA46143.2019.8966096
M3 - Conference contribution
AN - SCOPUS:85079221973
T3 - 2019 9th International Workshop on Signal Design and its Applications in Communications, IWSDA 2019
BT - 2019 9th International Workshop on Signal Design and its Applications in Communications, IWSDA 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th International Workshop on Signal Design and its Applications in Communications, IWSDA 2019
Y2 - 20 October 2019 through 24 October 2019
ER -