Abstract
Given a binary sequence, its trace representation allows us to reconstruct itself efficiently and to analyze its properties, such as the linear complexity. In this paper, we study a family of the binary sequences derived from Euler quotients modulo pq, where p and q are two distinct odd primes and p divides q − 1. Our main contribution is to give a trace representation of this family within these assumptions by determining the defining pairs of the corresponding subsequences. As a byproduct, we rediscover some known results of linear complexities by using trace representations of the proposed sequences.
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Agoh, T., Dilcher, K., Skula, L.: Fermat quotients for composite moduli. J. Number Theory 66(1), 29–50 (1997)
Chen, Z.: Trace representation and linear complexity of binary sequences derived from Fermat quotients. Sci. China Inform. Sci. 57(11), 1–10 (2014)
Chen, Z.: Linear complexity and trace representation of quaternary sequences over \(\mathbb {Z}_{4}\) based on generalized cyclotomic classes modulo pq. Cryptogr. Commun. 9(4), 445–458 (2017)
Chen, Z., Du, X.: On the linear complexity of binary threshold sequences derived from Fermat quotients. Des. Codes Crypt. 67(3), 317–323 (2013)
Chen, Z., Du, X., Marzouk, R.: Trace representation of pseudorandom binary sequences derived from Euler quotients. Appli. Alg. Eng. Commun. Comp. 26(6), 555–570 (2015)
Chen, Z., Edemskiy, V., Ke, P., Wu, C.: On k-error linear complexity of pseudorandom binary sequences derived from Euler quotients. Adv. Math. Commun. 12(4), 805–816 (2018)
Chen, Z., Niu, Z., Wu, C.: On the k-error linear complexity of binary sequences derived from polynomial quotients. Sci. China Inform. Sci. 58(9), 1–15 (2015)
Chen, Z., Winterhof, A.: Additive character sums of polynomial quotients. Contemp Math. 579, 67–73 (2012)
Chen, Z., Winterhof, A.: On the distribution of pseudorandom numbers and vectors derived from euler-Fermat quotients. Int. J. Number Theory 8, 631–641 (2012)
Cusick, T.W., Ding, C., Renvall, A.R.: Stream ciphers and number theory, vol. 66, Elsevier (2004)
Dai, Z., Gong, G., Song, H.Y.: A trace representation of binary Jacobi sequences. Discrete Math. 309(6), 1517–1527 (2009)
Dai, Z., Gong, G., Song, H.Y., Ye, D.: Trace representation and linear complexity of binary e th power residue sequences of period p. IEEE Trans. Inf. Theory 57(3), 1530–1547 (2011)
Ding, C., Helleseth, T.: New generalized cyclotomy and its applications. Finite Fields and Their Applications 4(2), 140–166 (1998)
Ding, C., Pei, D., Salomaa, A.: Chinese Remainder Theorem: Applications in Computing, Coding, Cryptography. World Scientific, Singapore (1996)
Ding, C., Xiao, G., Shan, W.: The Stability Theory of Stream Ciphers. Springer, Berlin (1991)
Ernvall, R., Metsankyla, T.: On the p-divisibility of Fermat quotients. Mathematics of Computation of the American Mathematical Society 66 (219), 1353–1365 (1997)
Fan, P., Darnell, M.: Sequence Design for Communications Applications, vol. 1. Wiley, London (1996)
Golomb, S.W., Gong, G.: Signal Design for Good Correlation for Wireless Communication, Cryptography and Radar. Cambridge University Press (2005)
Gomez, D., Winterhof, A.: Multiplicative character sums of Fermat quotients and pseudorandom sequences. Period. Math. Hung. 64(2), 161–168 (2012)
Jiang, Y., Lin, D.: Lower and upper bounds on the density of irreducible NFSRs. IEEE Trans. Inform. Theory 64(5), 3944–3952 (2018)
Kim, J.H., Song, H.Y.: Trace representation of Legendre sequences. Des. Codes Crypt. 24(3), 343–348 (2001)
Lidl, R., Niederreiter, H.: Introduction to Finite Fields and Their Applications. Cambridge University Press, New York (1986)
Michael, A.: Algebra. Pearson Prentice Hall (2011)
No, J.S., Lee, H.K., Chung, H., Song, H.Y., Yang, K.: Trace representation of Legendre sequences of Mersenne prime period. IEEE Trans. Inf. Theory 42(6), 2254–2255 (1996)
Ostafe, A., Shparlinski, I.E.: Pseudorandomness and dynamics of Fermat quotients. SIAM J. Discret. Math. 25(1), 50–71 (2011)
Park, K., Song, H., Kim, D.S., Golomb, S.W.: Optimal families of perfect polyphase sequences from the array structure of Fermat-quotient sequences. IEEE Trans. Inf. Theory 62(2), 1076–1086 (2016)
Shparlinski, I.E.: Characters sums with Fermat quotients. Quart. J. Math 62(4), 1031–1043 (2011)
Su, W., Yang, Y., Zhou, Z., Tang, X.: New quaternary sequences of even length with optimal auto-correlation. Sci. China Inform. Sci. 61(2), 022,308:1–022,308:13 (2017)
Yang, Y., Tang, X.: Generic construction of binary sequences of period 2n with optimal odd correlation magnitude based on quaternary sequences of odd period N. IEEE Trans. Inform. Theory 64(1), 384–392 (2018)
Zhang, J., Gao, S., Zhao, C.: Linear complexity of a family of binary pq2-periodic sequences from euler quotients. IEEE Trans. Inf. Theory 66(9), 5774–5780 (2020)
Zhang, J., Tian, T., Qi, W., Zheng, Q.: A new method for finding affine sub-families of NFSR sequences. IEEE Trans. Inform. Theory 65(2), 1249–1257 (2019)
Zhao, L., Du, X., Wu, C.: Trace representation of the sequences derived from polynomial quotient. In: Sun, X., Pan, Z., Bertino, E. (eds.) Cloud Computing and Security, pp 26–37. Springer International Publishing, Cham (2018)
Zhao, X.X., Tian, T., Qi, W.F.: A ring-like cascade connection and a class of NFSRs with the same cycle structures. Des. Codes Crypt. 86(12), 2775–2790 (2018)
Acknowledgments
All of the authors wish to thank the associate editor and the two anonymous reviewers for their valuable comments.
The work of Chang-An Zhao is partially supported by National Key R&D Program of China under Grant No. 2017YFB0802500, by NSFC under Grant No. 61972428, by the Major Program of Guangdong Basic and Applied Research under Grant No. 2019B030302008 and by the Open Fund of State Key Laboratory of Information Security (Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093) under grant No. 2020-ZD-02. The work of Jingwei Zhang was partially supported by the National Social Science Fund of China under Grant No.14BXW031 and by Guangdong Basic and Applied Basic Research Foundation under Grant No. 2019A1515011797. The work of Chuangqiang Hu is partially supported by NSFC under Grant No. 11961141005. The research carried out by Xiang Fan is supported by the Natural Science Foundation of Guangdong Province (No. 2018A030310080).
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Zhang, J., Hu, C., Fan, X. et al. Trace representation of the binary pq2-periodic sequences derived from Euler quotients. Cryptogr. Commun. 13, 343–359 (2021). https://doi.org/10.1007/s12095-021-00475-1
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DOI: https://doi.org/10.1007/s12095-021-00475-1