Skip to main content
Log in

Highly nonlinear functions

  • Published:
Designs, Codes and Cryptography Aims and scope Submit manuscript

Abstract

Let f be a function from \(\mathbb {Z}_q^m\) to \(\mathbb {Z}_q\). Such a function f is bent if all values of its Fourier transform have absolute value 1. Bent functions are known to exist for all pairs \((m,q)\) except when m is odd and \(q\equiv 2\pmod 4\) and there is overwhelming evidence that no bent function exists in the latter case. In this paper the following problem is studied: how closely can the largest absolute value of the Fourier transform of f approach 1? For \(q=2\), this problem is equivalent to the old and difficult open problem of determining the covering radius of the first order Reed–Muller code. The main result is, loosely speaking, that the largest absolute value of the Fourier transform of f can be made arbitrarily close to 1 for q large enough.

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. Akyildiz E., Güloǧlu I.Ş., İkeda M.: A note of generalized bent functions. J. Pure Appl. Algebra 106(1), 1–9 (1996).

    Google Scholar 

  2. Beck J.: Flat polynomials on the unit circle: note on a problem of Littlewood. Bull. Lond. Math. Soc. 23(3), 269–277 (1991).

    Google Scholar 

  3. Berlekamp E.R., Welch L.R.: Weight distributions of the cosets of the (32, 6) Reed–Muller code. IEEE Trans. Inf. Theory IT–18(1), 203–207 (1972).

    Google Scholar 

  4. Durrett R.: Probability: Theory and Examples, 4th edn. Cambridge University Press, Cambridge (2010).

  5. Feng K., Liu F.: New results on the nonexistence of generalized bent functions. IEEE Trans. Inf. Theory 49(11), 3066–3071 (2003).

    Google Scholar 

  6. Hou X.-D.: Covering radius of the Reed–Muller code R(1,7): a simpler proof. J. Comb. Theory Ser. A 74(2), 337–341 (1996).

    Google Scholar 

  7. İkeda M.: A remark on the non-existence of generalized bent functions. In: Number Theory and Its Applications (Ankara, 1996). Lecture Notes in Pure and Applied Mathematics, vol. 204, pp. 109–119. Dekker, New York (1999).

  8. Kavut S., Yücel M.D.: 9-Variable Boolean functions with nonlinearity 242 in the generalized rotation symmetric class. Inf. Comput. 208(4), 341–350 (2010).

    Google Scholar 

  9. Kumar P.V., Scholtz R.A., Welch L.R.: Generalized bent functions and their properties. J. Comb. Theory Ser. A 40(1), 90–107 (1985).

    Google Scholar 

  10. Liu F.M., Yue Q.: The relationship between the nonexistence of generalized bent functions and Diophantine equations. Acta Math. Sin. (Engl. Ser.) 27(6), 1173–1186 (2011).

    Google Scholar 

  11. Mykkeltveit J.J.: The covering radius of the (128, 8) Reed–Muller code is 56. IEEE Trans. Inf. Theory 26(3), 359–362 (1980).

    Google Scholar 

  12. Patterson N.J., Wiedemann D.H.: The covering radius of the \((2^{15},\,16)\) Reed–Muller code is at least 16 276. IEEE Trans. Inf. Theory 29(3), 354–356 (1983). Corrected in: IEEE Trans. Inf. Theory 36(2), 443 (1990).

  13. Pei D.Y.: On nonexistence of generalized bent functions. In: Finite Fields, Coding Theory, and Advances in Communications and Computing (Las Vegas, NV, 1991). Lecture Notes in Pure and Applied Mathematics, vol. 141, pp. 165–172. Dekker, New York (1993).

  14. Rothaus O.S.: On “bent” functions. J. Comb. Theory Ser. A 20(3), 300–305 (1976).

    Google Scholar 

  15. Schmidt K.-U.: Quaternary constant-amplitude codes for multicode CDMA. IEEE Trans. Inf. Theory 55(4), 1824–1832 (2009).

    Google Scholar 

  16. Sharif M., Hassibi B.: Existence of codes with constant PMEPR and related design. IEEE Trans. Signal Proces. 52(10), 2836–2846 (2004).

    Google Scholar 

  17. Sloane N.J.A.: Unsolved problems related to the covering radius of codes. In: Cover T., Gopinath B. (eds.) Open Problems in Communication and Computation, pp. 51–56. Springer, New York (1987).

  18. Spencer J.: Six standard deviations suffice. Trans. Am. Math. Soc. 289(2), 679–706 (1985).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kai-Uwe Schmidt.

Additional information

Communicated by J. Jedwab.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Schmidt, KU. Highly nonlinear functions. Des. Codes Cryptogr. 74, 665–672 (2015). https://doi.org/10.1007/s10623-013-9880-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10623-013-9880-x

Keywords

Mathematics Subject Classification

Navigation