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Balance and Pattern Distribution of Sequences Derived from Pseudorandom Subsets of ℤq Cover

Balance and Pattern Distribution of Sequences Derived from Pseudorandom Subsets of ℤq

Open Access
|Feb 2022

Abstract

Let q be a positive integer and 𝒮={x0,x1,,xT1}q={0,1,,q1} {\scr S} = \{{x_0},{x_1}, \cdots ,{x_{T - 1}}\}\subseteq {{\rm{\mathbb Z}}_q} = \{0,1, \ldots ,q - 1\} with 0x0<x1<<xT1q1. 0 \le {x_0} < {x_1} <\cdots< {x_{T - 1}} \le q - 1. . We derive from S three (finite) sequences: (1) For an integer M ≥ 2let (sn)be the M-ary sequence defined by sn ≡ xn+1 − xn mod M, n =0, 1,...,T − 2.

(2) For an integer m ≥ 2let (tn) be the binary sequence defined by snxn+1xnmodM,n=0,1,,T2. \matrix{{{s_n} \equiv {x_{n + 1}} - {x_n}\,\bmod \,M,} &#38; {n = 0,1, \cdots ,T - 2.}\cr} n =0, 1,...,T − 2.

(3) Let (un) be the characteristic sequence of S, tn={1if1xn+1xnm1,0,otherwise,n=0,1,,T2. \matrix{{{t_n} = \left\{{\matrix{1 \hfill &#38; {{\rm{if}}\,1 \le {x_{n + 1}} - {x_n} \le m - 1,} \hfill\cr{0,} \hfill &#38; {{\rm{otherwise}},} \hfill\cr}} \right.} &#38; {n = 0,1, \ldots ,T - 2.}\cr} n =0, 1,...,q − 1.

We study the balance and pattern distribution of the sequences (sn), (tn)and (un). For sets S with desirable pseudorandom properties, more precisely, sets with low correlation measures, we show the following:

(1) The sequence (sn) is (asymptotically) balanced and has uniform pattern distribution if T is of smaller order of magnitude than q.

(2) The sequence (tn) is balanced and has uniform pattern distribution if T is approximately un={1ifn𝒮,0,otherwise,n=0,1,,q1. \matrix{{{u_n} = \left\{{\matrix{1 \hfill &#38; {{\rm{if}}\,n \in {\scr S},} \hfill\cr{0,} \hfill &#38; {{\rm{otherwise}},} \hfill\cr}} \right.} &#38; {n = 0,1, \ldots ,q - 1.}\cr} .

(3) The sequence (un) is balanced and has uniform pattern distribution if T is approximately q2.

These results are motivated by earlier results for the sets of quadratic residues and primitive roots modulo a prime. We unify these results and derive many further (asymptotically) balanced sequences with uniform pattern distribution from pseudorandom subsets.

DOI: https://doi.org/10.2478/udt-2021-0009 | Journal eISSN: 2309-5377 | Journal ISSN: 1336-913X
Language: English
Page range: 89 - 108
Submitted on: Oct 15, 2021
Accepted on: Nov 9, 2021
Published on: Feb 2, 2022
Published by: Slovak Academy of Sciences
In partnership with: Paradigm Publishing Services
Publication frequency: 2 times per year

© 2022 Huaning Liu, Arne Winterhof, published by Slovak Academy of Sciences
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.