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Symmetric measures of pseudorandomness for binary sequences

Yixin Ren, Arne Winterhof

Abstract

We compare ordinary and symmetric variants of two classical measures of pseudorandomness for binary sequences, the $2$-adic complexity and the linear complexity. In the periodic setting, we show that for binary periodic sequences constructed from the binary expansions of non-palindromic primes, the symmetric $2$-adic complexity can be strictly smaller than the ordinary $2$-adic complexity. We also give a direct proof (of the known result) that the linear complexity of a periodic binary sequence is invariant under reversal, and hence coincides with its symmetric version. In the aperiodic setting, we provide explicit families of finite binary sequences for which both the $N$th symmetric 2-adic complexity and the $N$th symmetric linear complexity are substantially smaller than their ordinary counterparts. Furthermore, we show that the expected values of the $N$th rational complexity and of the $N$th exponential linear complexity exceed those of their symmetric analogues by at least a term of order of magnitude $N$. Thus, the effect of symmetrization is clearly visible on an exponential scale. We also establish lower bounds for the expected values of the symmetric rational complexity, symmetric $2$-adic complexity, symmetric linear complexity, and symmetric exponential linear complexity.

Symmetric measures of pseudorandomness for binary sequences

Abstract

We compare ordinary and symmetric variants of two classical measures of pseudorandomness for binary sequences, the -adic complexity and the linear complexity. In the periodic setting, we show that for binary periodic sequences constructed from the binary expansions of non-palindromic primes, the symmetric -adic complexity can be strictly smaller than the ordinary -adic complexity. We also give a direct proof (of the known result) that the linear complexity of a periodic binary sequence is invariant under reversal, and hence coincides with its symmetric version. In the aperiodic setting, we provide explicit families of finite binary sequences for which both the th symmetric 2-adic complexity and the th symmetric linear complexity are substantially smaller than their ordinary counterparts. Furthermore, we show that the expected values of the th rational complexity and of the th exponential linear complexity exceed those of their symmetric analogues by at least a term of order of magnitude . Thus, the effect of symmetrization is clearly visible on an exponential scale. We also establish lower bounds for the expected values of the symmetric rational complexity, symmetric -adic complexity, symmetric linear complexity, and symmetric exponential linear complexity.
Paper Structure (9 sections, 9 theorems, 93 equations, 4 tables)

This paper contains 9 sections, 9 theorems, 93 equations, 4 tables.

Key Result

Theorem 1

Let $p>2$ be a non-palindromic prime and write Let $q$ be the reverse of $p$ defined by pq and $T$ be a positive integer with Then the $T$-periodic sequence $\mathcal{S}$ with initial vector satisfies

Theorems & Definitions (9)

  • Theorem 1
  • Proposition 1
  • Proposition 2
  • Theorem 2
  • Corollary 1
  • Proposition 3
  • Theorem 3
  • Proposition 4
  • Corollary 2