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Asymptotic analysis on the normalized k-error linear complexity of binary sequences

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Abstract

Linear complexity and k-error linear complexity are the important measures for sequences in stream ciphers. This paper discusses the asymptotic behavior of the normalized k-error linear complexity \({L_{n,k}(\underline{s})/n}\) of random binary sequences \({\underline{s}}\) , which is based on one of Niederreiter’s open problems. For k = n θ, where 0 ≤ θ ≤ 1/2 is a fixed ratio, the lower and upper bounds on accumulation points of \({L_{n,k}(\underline{s})/n}\) are derived, which holds with probability 1. On the other hand, for any fixed k it is shown that \({\lim_{n\rightarrow\infty} L_{n,k}(\underline{s})/n = 1/2}\) holds with probability 1. The asymptotic bounds on the expected value of normalized k-error linear complexity of binary sequences are also presented.

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References

  1. Dai Z.D., Jiang S.Q., Imamura K., Gong G.: Asymptotic behavior of normalized linear complexity of ultimately nonperiodic binary sequences. IEEE Trans. Inform. Theory 50(11), 2911–2915 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  2. Dai Z.D., Imamura K., Yang J.H.: Asymptotic behavior of normalized linear complexity of multi-sequences. In: Sequences and Their Applications 2004. Lecture Notes in Computer Science, vol. 3486, pp. 129-142. Springer, Berlin (2005).

  3. Ding C., Xiao G., Shan W.: The Stability Theory of Stream Ciphers. Lecture Notes in Computer Science, vol. 561. Springer, Berlin (1991)

    Google Scholar 

  4. Gustavson F.G.: Analysis of Berlekamp-Massey linear feedback shift-register synthesis algorithm. IBM J. Res. Dev. 20, 204–212 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  5. Klapper A.: The asymptotic behavior of N-adic complexity. Adv. Math. Commun. 1(3), 307–319 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  6. van Lint J.H.: Introduction to coding theory. In: Graduate Text in Mathematics, 3rd edn., vol. 86. Springer, New York (1999).

  7. Loève M.: Probability Theory, 3rd ed. Van Nostrand, New York (1963)

    MATH  Google Scholar 

  8. Meidl W., Niederreiter H.: Counting functions and expected values for the k-error linear complexity. Finite Fields Appl. 8, 142–154 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  9. Niederreiter H.: Linear complexity and related complexity measures for sequences. In: Advances in ryptology—INDOCRYPT’03. Lecture Notes in Computer Science, vol. 2904, pp. 1–17. Springer, Berlin (2003).

  10. Niederreiter H.: The probabilistic theory of linear complexity. In: Gunther C.G. (ed.) Advances in Cryptology—EUROCRYPT’88. Lecture Notes in Computer Science, vol. 330, pp. 191–209. Springer, Berlin, (1988)

  11. Niederreiter H., Paschinger H.: Counting functions and expected values in the stability theory of stream ciphers. In: Sequences and Their Applications, pp. 318–329. Springer, London (1999).

  12. Rueppel R.A.: Analysis and Design of Stream Ciphers. Springer, Berlin (1986)

    MATH  Google Scholar 

  13. Stamp M., Martin C.F.: An algorithm for the k-error linear complexity of binary sequences with period 2n. IEEE Trans. Inform. Theory 39(4), 1398–1401 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  14. Vielhaber M., Canales Ch.M.del P.: The asymptotic normalized linear complexity of multisequences. J. Complex. 24, 410–422 (2008).

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Correspondence to Wen-Feng Qi.

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Communicated by T. Helleseth.

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Tan, L., Qi, WF. & Xu, H. Asymptotic analysis on the normalized k-error linear complexity of binary sequences. Des. Codes Cryptogr. 62, 313–321 (2012). https://doi.org/10.1007/s10623-011-9519-8

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  • DOI: https://doi.org/10.1007/s10623-011-9519-8

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