Skip to main content
Log in

Linear complexity of Ding-Helleseth generalized cyclotomic sequences of order eight

  • Published:
Cryptography and Communications Aims and scope Submit manuscript

Abstract

During the last two decades, many kinds of periodic sequences with good pseudorandom properties have been constructed from classical and generalized cyclotomic classes, and used as keystreams for stream ciphers and secure communications. Among them are a family DH-GCSd of generalized cyclotomic sequences on the basis of Ding and Helleseth’s generalized cyclotomy, of length pq and order \(d={\gcd }(p-1,q-1)\) for distinct odd primes p and q. The linear complexity (or linear span), as a valuable measure of unpredictability, is precisely determined for DH-GCS8 in this paper. Our approach is based on Edemskiy and Antonova’s computation method with the help of explicit expressions of Gaussian classical cyclotomic numbers of order 8. Our result for d = 8 is compatible with Yan’s low bound (pq − 1)/2 on the linear complexity for any order d, which is high enough to resist attacks of the Berlekamp–Massey algorithm. Finally, we include SageMath codes to illustrate the validity of our result by examples.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bai, E., Fu, X., Xiao, G.: On the linear complexity of generalized cyclotomic sequences of order four over \({Z}^{*}_{pq}\). IEICE Trans. Fundam. E88-A, 392–395 (2005). http://search.ieice.org/bin/summary.php?id=e88-a_1_392

    Article  Google Scholar 

  2. Bai, E., Liu, X., Xiao, G.: Linear complexity of new generalized cyclotomic sequences of order two of length pq. IEEE Trans. Inform. Theory 51, 1849–1853 (2005). https://doi.org/10.1109/TIT.2005.846450 https://doi.org/10.1109/TIT.2005.846450

    Article  MathSciNet  MATH  Google Scholar 

  3. Berlekamp, E.R.: Algebraic Coding Theory. McGraw-Hill Book Co., New York-Toronto (1968). https://doi.org/10.1142/9407

    MATH  Google Scholar 

  4. Cusick, T.W., Ding, C., Renvall, A.: Stream Ciphers and Number Theory volume 66 of North-Holland Mathematical Library. (Revised ed.) Elsevier, Amsterdam (2004). http://www.sciencedirect.com/science/book/9780444828736

    Google Scholar 

  5. Dickson, L.E.: Cyclotomy, higher congruences, and Waring’s problem. Amer. J. Math. 57, 391–424 (1935). https://doi.org/10.2307/2371217

    Article  MathSciNet  MATH  Google Scholar 

  6. Ding, C.: Linear complexity of generalized cyclotomic binary sequences of order 2. Finite Fields Appl. 3, 159–174 (1997). https://doi.org/10.1006/ffta.1997.0181

    Article  MathSciNet  MATH  Google Scholar 

  7. Ding, C., Helleseth, T.: New generalized cyclotomy and its applications. Finite Fields Appl. 4, 140–166 (1998). https://doi.org/10.1006/ffta.1998.0207

    Article  MathSciNet  MATH  Google Scholar 

  8. Ding, C., Helleseth, T., Shan, W.: On the linear complexity of legendre sequences. IEEE Trans. Inf. Theory 44, 1276–1278 (1998). https://doi.org/10.1109/18.669398

    Article  MathSciNet  MATH  Google Scholar 

  9. Edemskiı̆, V.A.: On the linear complexity of binary sequences on the basis of biquadratic and sextic residue classes. Diskret. Mat. 22, 74–82 (2010). https://doi.org/10.1515/DMA.2010.004

    Article  MathSciNet  Google Scholar 

  10. Edemskiy, V., Antonova, O.: About computation of the linear complexity of generalized cyclotomic sequences with period pq. In: Proceedings of the Fifth International Workshop on Signal Design and Its Applications in Communications, pp. 9–12. https://doi.org/10.1109/IWSDA.2011.6159449 (2011)

  11. Edemskiy, V., Antonova, O.: On the linear complexity of Ding-Helleseth generalized cyclotomic binary sequences of order four and six. Eur. J. Pure Appl. Math. 7, 256–266 (2014). http://ejpam.com/index.php/ejpam/article/view/1965

    MathSciNet  MATH  Google Scholar 

  12. Edemskiy, V., Du, X.: Design sequences with high linear complexity over finite fields using generalized cyclotomy. Cryptogr. Commun. 9, 683–691 (2017). https://doi.org/10.1007/s12095-016-0209-2

    Article  MathSciNet  MATH  Google Scholar 

  13. Fan, C., Ge, G.: A unified approach to Whiteman’s and Ding-Helleseth’s generalized cyclotomy over residue class rings. IEEE Trans. Inf. Theory 60, 1326–1336 (2014). https://doi.org/10.1109/TIT.2013.2290694

    Article  MathSciNet  MATH  Google Scholar 

  14. Gauss, C.F.: Werke. Band II. Georg Olms Verlag, Hildesheim (1973). Reprint of the 1863 original

    MATH  Google Scholar 

  15. Gauss, C.F.: Disquisitiones Arithmeticae. Springer, New York (1986). Translated and with a preface by Arthur A. Clarke Revised by William C. Waterhouse, Cornelius Greither and A. W. Grootendorst and with a preface by Waterhouse. https://doi.org/10.1007/978-1-4939-7560-0

    Book  MATH  Google Scholar 

  16. Kim, J.-H., Song, H.-Y.: On the linear complexity of Hall’s sextic residue sequences. IEEE Trans. Inf. Theory 47, 2094–2096 (2001). https://doi.org/10.1109/18.930950

    Article  MathSciNet  MATH  Google Scholar 

  17. Lehmer, E.: On the number of solutions of u k + D w 2(p). Pacific J. Math. 5, 103–118 (1955). http://projecteuclid.org/euclid.pjm/1103044613

    Article  MathSciNet  Google Scholar 

  18. Lidl, R., Niederreiter, H.: Finite Fields Volume 20 of Encyclopedia of Mathematics and its Applications, 2nd edn. Cambridge University Press, Cambridge (1997). With a foreword by P. M. Cohn

    Google Scholar 

  19. Massey, J.L.: Shift-register synthesis and BCH decoding. IEEE Trans. Inf. Theory IT-15, 122–127 (1969). https://doi.org/10.1109/TIT.1969.1054260

    Article  MathSciNet  MATH  Google Scholar 

  20. The Sage Developers: SageMath, the sage mathematics software system (version 7.6). http://www.sagemath.org. https://doi.org/10.5281/zenodo.820864 (2017)

  21. Whiteman, A.L: A family of difference sets. Illinois J. Math. 6, 107–121 (1962). http://projecteuclid.org/euclid.ijm/1255631810

    Article  MathSciNet  MATH  Google Scholar 

  22. Xiao, Z., Zeng, X., Li, C., Helleseth, T.: New generalized cyclotomic binary sequences of period p 2. Des. Codes Cryptography 86, 1483–1497 (2018). https://doi.org/10.1007/s10623-017-0408-7

    Article  MathSciNet  MATH  Google Scholar 

  23. Yan, T.: Linear complexity of Ding-Helleseth generalized cyclotomic binary sequences of any order. arXiv:1108.4450 (2011)

  24. Yan, T., Du, X., Xiao, G., Huang, X.: Linear complexity of binary Whiteman generalized cyclotomic sequences of order 2k. Inform. Sci. 179, 1019–1023 (2009). https://doi.org/10.1016/j.ins.2008.11.006

    Article  MathSciNet  MATH  Google Scholar 

  25. Yan, T., Hong, L., Xiao, G.: The linear complexity of new generalized cyclotomic binary sequences of order four. Inf. Sci. 178, 807–815 (2008). https://doi.org/10.1016/j.ins.2007.09.012

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

We would like to thank the editor and two reviewers for their helpful suggestions to improve this paper. The main part of this work was done during the first author Liang’s one-year visit to Sun Yat-sen University from 2017 to 2018. We are very grateful to Professor Zheng-An Yao for his generous support to our seminar. We would also like to express our deep gratitude to Associate Professor Chang-An Zhao for introducing this subject to us.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiang Fan.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The work of Y. Liang was sponsored by the National Natural Science Foundation of China (No. 11601476) and the Natural Science Foundation of Guangdong Province (No. 2016A030313013). The research carried out by X. Fan was supported by the Natural Science Foundation of Guangdong Province (No. 2018A030310080). A draft version of this paper is at arXiv:1802.08105

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liang, Y., Cao, J., Chen, X. et al. Linear complexity of Ding-Helleseth generalized cyclotomic sequences of order eight. Cryptogr. Commun. 11, 1037–1056 (2019). https://doi.org/10.1007/s12095-018-0343-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12095-018-0343-0

Keywords

Mathematics Subject Classification (2010)

Navigation