Sequences with thirteen-valued cross correlations
Pith reviewed 2026-05-20 03:16 UTC · model grok-4.3
The pith
The cross correlation between an m-sequence and its specific decimation takes exactly thirteen values under modular conditions on p.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The paper completely determines the cross correlation distribution between an m-sequence (s_t) of period p^n-1 and its d-decimated sequence (s_dt), where d equals (p^n-1)/3 plus p^i, with p congruent to 1 modulo 3, (1/3)p^{-i}(p^n-1) not congruent to 2 modulo 3, and 0 less than or equal to i less than n. It proves that this distribution consists of exactly thirteen values.
What carries the argument
Algebraic evaluation of character sums that count the correlation values; the sums factor so that only thirteen distinct results remain when the stated modular conditions on p and the decimation parameter hold.
If this is right
- The thirteen correlation values and their multiplicities can be written down explicitly once the parameters are fixed.
- The result supplies a new family of sequence pairs whose correlation spectrum is known for every length of the form p^n-1 where p satisfies the congruence.
- Designers can now use these pairs in applications that require the full distribution rather than only the maximum correlation magnitude.
- The construction works uniformly for all admissible n once p and i are chosen to meet the two modular constraints.
Where Pith is reading between the lines
- The same character-sum technique might be tried on other decimation factors to produce distributions with still different numbers of values.
- These pairs could be tested in multi-user communication simulations to measure actual bit-error rates under the known correlation spectrum.
- The method may extend to related sequence families over the same fields, yielding further explicit distributions.
Load-bearing premise
The character-sum factorization succeeds and reduces the number of distinct correlation values to exactly thirteen only when p is congruent to 1 modulo 3 and the extra modular condition on the decimation parameter holds.
What would settle it
Pick a small prime p congruent to 1 modulo 3, such as p=7, choose n=2 and i=0 or 1 satisfying the second condition, compute all cross-correlation values between the m-sequence and its d-decimated version, and verify whether exactly thirteen distinct numbers appear.
read the original abstract
In this paper, we completely determine the cross correlation distribution between an $m$-sequence $(s_t)$ of period $p^n-1$ and its $d$-decimated sequence $(s_{dt})$, where $d = \frac{p^n-1}{3} + p^i$, $p \equiv 1 \pmod{3}$, $\frac{1}{3}p^{-i}(p^n-1) \not\equiv 2 \pmod{3}$, and $0 \leq i < n$. It is shown that the cross correlation is $13$-valued. To the best of our knowledge, this is the first time that the cross correlation distribution of so many values has been determined.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript claims a complete algebraic determination of the cross-correlation distribution between an m-sequence of period p^n-1 and its d-decimated sequence, where d = (p^n-1)/3 + p^i, under the conditions p ≡ 1 (mod 3), (1/3)p^{-i}(p^n-1) ≢ 2 (mod 3), and 0 ≤ i < n. It asserts that the distribution takes exactly 13 distinct values via character-sum factorization and resolvent analysis, and notes this is the first such determination for a correlation taking so many values.
Significance. If the central algebraic evaluation holds, the result is significant: it supplies the first explicit 13-valued cross-correlation distribution for m-sequences and decimations, extending the catalog of known few-valued correlations in finite-field sequence design. The parameter-free nature of the derivation under the stated modular conditions on p and i strengthens its utility for theoretical bounds and constructions in coding theory.
major comments (1)
- [Abstract] Abstract (conditions on d): the modular hypotheses p ≡ 1 (mod 3) and (1/3)p^{-i}(p^n-1) ≢ 2 (mod 3) are asserted to guarantee that the cubic resolvent has three distinct roots whose associated character sums produce exactly 13 distinct correlation values. However, the manuscript does not explicitly rule out root coincidences or summand collapses for composite n > 1 even when these congruences hold; a dedicated lemma or explicit check (e.g., in the section deriving the factorization of C(τ)) is needed to confirm the separation persists uniformly.
minor comments (1)
- The abstract would be clearer if it briefly indicated the precise character-sum technique (e.g., Weil sums or cubic resolvents) employed to enumerate the 13 values.
Simulated Author's Rebuttal
We thank the referee for the careful reading and constructive comments on the manuscript. We address the major comment below.
read point-by-point responses
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Referee: [Abstract] Abstract (conditions on d): the modular hypotheses p ≡ 1 (mod 3) and (1/3)p^{-i}(p^n-1) ≢ 2 (mod 3) are asserted to guarantee that the cubic resolvent has three distinct roots whose associated character sums produce exactly 13 distinct correlation values. However, the manuscript does not explicitly rule out root coincidences or summand collapses for composite n > 1 even when these congruences hold; a dedicated lemma or explicit check (e.g., in the section deriving the factorization of C(τ)) is needed to confirm the separation persists uniformly.
Authors: We thank the referee for highlighting this point. The stated modular conditions on p and i are selected to ensure that the cubic resolvent polynomial remains separable over the finite field, yielding three distinct roots and, consequently, thirteen distinct character-sum values in the cross-correlation distribution. The algebraic derivation in the paper relies on field properties that hold uniformly for any positive integer n (including composite values), as the hypotheses are independent of the factorization of n. To address the request for explicit confirmation and to strengthen the exposition, we will add a dedicated lemma in the section on the factorization of C(τ). This lemma will verify that the discriminant of the resolvent is nonzero under the given congruences, thereby ruling out root coincidences and summand collapses for all n. The revised manuscript will incorporate this addition. revision: yes
Circularity Check
Derivation relies on standard finite-field character sums with no reduction to inputs by construction
full rationale
The paper determines the cross-correlation distribution between an m-sequence and its decimated version by evaluating character sums under explicit modular conditions on p and i. These conditions are used to guarantee that a cubic resolvent has three distinct roots, allowing enumeration of exactly 13 distinct correlation values. This enumeration follows from algebraic factorization and root separation in finite fields, which are independent of the target count and do not involve fitting parameters, self-definitional loops, or load-bearing self-citations that presuppose the 13-valued result. The derivation is therefore self-contained against external benchmarks in finite-field theory.
Axiom & Free-Parameter Ledger
axioms (2)
- standard math Standard properties of finite fields and m-sequences generated by primitive polynomials
- standard math Existence and evaluation rules for character sums over finite fields
Lean theorems connected to this paper
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IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
It is shown that the cross correlation is 13-valued... d = (p^n−1)/3 + p^i, p≡1 (mod 3), 1/3 p^{-i}(p^n−1) ≢ 2 (mod 3)
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IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
Wd(u,v) takes value in the set {0, 3η_ψ^j +1, 2η_ψ^j + η_ψ^{j+1}+1, ...} ... Gaussian periods
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
B.C. Berndt, R.J. Evans, and K.S. Williams, “Gauss and Jacobi Sums,” Wiley, New York, 1988
work page 1988
-
[2]
J. W. S. Cassels, “On Kummer sums,” Proceedings of the London Mathematical Society, vol. 3, no. 1, pp. 19-27, 1970
work page 1970
-
[3]
On subfield subcodes of modified Reed-Solomon codes,
P. Delsarte, “On subfield subcodes of modified Reed-Solomon codes,”IEEE Trans. Inf. Theory,vol. 21, pp, 575-576, 1975
work page 1975
-
[4]
Some results about the cross-correlation function between two maximal linear se- quences,
T. Helleseth, “Some results about the cross-correlation function between two maximal linear se- quences,” Discrete Math., vol. 16, no. 3, pp. 209-232, 1976. 15
work page 1976
-
[5]
Open problems on the cross-correlation ofm-sequences,
T. Helleseth, “Open problems on the cross-correlation ofm-sequences,” in Open Problems in Math- ematics and Computational Science, K. K. Cetin Eds. Heidelberg, Germany: Springer, Nov. 2014, pp. 163-179
work page 2014
-
[6]
The number of solutions of cubic diagonal equations over finite fields,
S. Hu and R. Feng, “The number of solutions of cubic diagonal equations over finite fields,” AIMS Math vol. 8, no. 3, pp. 6375-6388, 2023
work page 2023
-
[7]
A survey on the applications of Niho exponents,
N. Li and X. Zeng, “A survey on the applications of Niho exponents,” Cryptogr. Commun, vol. 11, pp. 509-548, 2019
work page 2019
-
[8]
Binary sequences with three-valued cross correlations of different lengths,
J. Luo, “Binary sequences with three-valued cross correlations of different lengths,” IEEE Trans. Inf. Theory, vol. 62, no. 12, pp. 7532-7537, 2016
work page 2016
-
[9]
Multivalued cross-correlation functions between two maximal linear recursive sequences,
Y. Niho, “Multivalued cross-correlation functions between two maximal linear recursive sequences,” Ph.D. dissertation, Dept. Elect. Eng., Univ. Southern California, Log Angeles, CA, USA, 1972
work page 1972
-
[10]
Applications of exponential sums in communications theory,
K. G. Paterson, “Applications of exponential sums in communications theory,” In Cryptography and Coding: 7th IMA International Conference Cirencester, UK, December 20-22, 1999 Proceedings 7. pp. 1-24. Springer Berlin Heidelberg
work page 1999
-
[11]
Niho type cross-correlation functions and related equations,
P. Rosendahl, “Niho type cross-correlation functions and related equations,” Ph.D. dissertation, Dept. Math., Univ. Turku, Turku, Finland, 2004
work page 2004
-
[12]
An open problem on the distribution of a Niho-type cross-correlation function,
Y. Xia, N. Li, X. Zeng, and T. Helleseth, “An open problem on the distribution of a Niho-type cross-correlation function,” IEEE Trans. Inf. Theory, vol. 62, no. 12, pp. 7546-7554, 2016
work page 2016
-
[13]
On the correlation distribution for a Niho decimation,
Y. Xia, N. Li, X. Zeng, and T. Helleseth, “On the correlation distribution for a Niho decimation,” IEEE Trans. Inf. Theory, vol. 63, no. 11, pp. 7206-7218, 2017
work page 2017
-
[14]
On correlation distribution of Niho-type decimationd= 3(p m −1) + 1,
M. Xiong and H. Yan, “On correlation distribution of Niho-type decimationd= 3(p m −1) + 1,” IEEE Trans. Inf. Theory, vol. 70, no. 11, pp. 8289-8302, 2024. 16
work page 2024
discussion (0)
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