An Explicit Upper Bound of Generalized Quadratic Gauss Sums and Its Applications for Asymptotically Optimal Aperiodic Polyphase Sequence Design

📅 2026-01-23
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This work addresses the long-standing open problem—unsolved for over three decades—of constructing asymptotically optimal aperiodic polyphase sequence sets in the sense of the Welch bound. By recursively applying the Paris asymptotic expansion and leveraging the rapid convergence of the Fibonacci zeta function, the authors derive, for the first time, an explicit upper bound on generalized quadratic Gauss sums. Building on this result, they establish the asymptotic optimality of Alltop sequence sets with respect to aperiodic correlation sidelobes and introduce a new class of Alltop subsets that simultaneously achieve order-optimal aperiodic correlation and ambiguity performance. Consequently, four families of sequence sets are successfully constructed, all attaining the asymptotic limits permitted by the Welch bound in both correlation and ambiguity metrics.

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📝 Abstract
This work is motivated by the long-standing open problem of designing asymptotically order-optimal aperiodic polyphase sequence sets with respect to the celebrated Welch bound. Attempts were made by Mow over 30 years ago, but a comprehensive understanding to this problem is lacking. Our first key contribution is an explicit upper bound of generalized quadratic Gauss sums which is obtained by recursively applying Paris'asymptotic expansion and then bounding it by leveraging the fast convergence property of the Fibonacci zeta function. Building upon this major finding, our second key contribution includes four systematic constructions of order-optimal sequence sets with low aperiodic correlation and/or ambiguity properties via carefully selected Chu sequences and Alltop sequences. For the first time in the literature, we reveal that the full Alltop sequence set is asymptotically optimal for its low aperiodic correlation sidelobes. Besides, we introduce a novel subset of Alltop sequences possessing both order-optimal aperiodic correlation and ambiguity properties for the entire time-shift window.
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Research questions and friction points this paper is trying to address.

aperiodic polyphase sequences
Welch bound
asymptotically optimal
sequence design
aperiodic correlation
Innovation

Methods, ideas, or system contributions that make the work stand out.

Generalized Quadratic Gauss Sums
Asymptotically Optimal Sequences
Aperiodic Correlation
Alltop Sequences
Welch Bound
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H
Huaning Liu
Research Center for Number Theory and Its Applications, School of Mathematics, Northwest University, Xi’an 710127, China
Zilong Liu
Zilong Liu
Dongbei University of Finance & Economics
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