On the Nonlinear Complexity and Lempel–Ziv Complexity of Finite Length Sequences

  • Authors:
  • K. Limniotis;N. Kolokotronis;N. Kalouptsidis

  • Affiliations:
  • Nat. & Kapodistrian Univ. of Athens, Athens;-;-

  • Venue:
  • IEEE Transactions on Information Theory
  • Year:
  • 2007

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Abstract

The nonlinear complexity of binary sequences and its connections with Lempel-Ziv complexity is studied in this paper. A new recursive algorithm is presented, which produces the minimal nonlinear feedback shift register of a given binary sequence. Moreover, it is shown that the eigenvalue profile of a sequence uniquely determines its nonlinear complexity profile, thus establishing a connection between Lempel-Ziv complexity and nonlinear complexity. Furthermore, a lower bound for the Lempel-Ziv compression ratio of a given sequence is proved that depends on its nonlinear complexity.