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Time frequency localization in the Fourier Symmetric Sobolev space

Denis Zelent

TL;DR

We study time-frequency localization in the Fourier symmetric Sobolev space $\mathcal{H}$, whose symmetric norm $\|f\|^2_{\mathcal{H}}=\|f\|^2_{\mathcal{H}_1}+\|\hat f\|^2_{\mathcal{H}_1}$ reveals a Fourier-invariant setting; we show the Bargmann transform is unitary from $\mathcal{H}$ to a weighted Fock space and obtain an explicit reproducing kernel via a scaled Hermite basis. Concentration operators $T_{I,J}$ are analyzed to reveal eigenvalue distributions: in the two-sided problem with $I=[-R,R]$, $J=[-T,T]$ there are at least $4RT+O(\log R)+O(T)$ eigenvalues near $1$, with a long plunge region, unlike the Paley–Wiener case; in the Paley–Wiener with weight, the trace scales as $4RT+O(\log R)$, indicating similar eigenvalue growth. For one-sided concentration, eigenvalues cluster around $1/2$ with a precise moment structure: $\sum_n \lambda_n \sim \pi R^2$, $\sum_n \lambda_n^2 \sim (\pi/2)R^2$, and the bulk mass lies near $1/2$, implying $o(R^2)$ eigenvalues exceed $1/2+\varepsilon$ while about $2\pi R^2$ lie in $[1/2-\varepsilon,1/2+\varepsilon]$. The results advance understanding of time-frequency localization under a symmetric Sobolev norm and have implications for sampling/interpolation in time-frequency analysis.

Abstract

We study concentration operators acting on the Fourier symmetric Sobolev space $H$ consisting of functions $f$ such that $\int_{\mathbb{R}} |f(x)|^2(1+x^2) dx + \int_{\mathbb{R}} |\hat{f}(ξ)|^2(1+ξ^2) dξ< \infty $. We find that the Bargmann transform is a unitary operator from $H$ to a weighted Fock space. After identifying the reproducing kernel of $H$, we discover an unexpected phenomenon about the decay of the eigenvalues of a two-sided concentration operator, namely that the plunge region is of the same order of magnitude as the region where the eigenvalues are close to 1, contrasting the classical case of Paley--Wiener spaces.

Time frequency localization in the Fourier Symmetric Sobolev space

TL;DR

We study time-frequency localization in the Fourier symmetric Sobolev space , whose symmetric norm reveals a Fourier-invariant setting; we show the Bargmann transform is unitary from to a weighted Fock space and obtain an explicit reproducing kernel via a scaled Hermite basis. Concentration operators are analyzed to reveal eigenvalue distributions: in the two-sided problem with , there are at least eigenvalues near , with a long plunge region, unlike the Paley–Wiener case; in the Paley–Wiener with weight, the trace scales as , indicating similar eigenvalue growth. For one-sided concentration, eigenvalues cluster around with a precise moment structure: , , and the bulk mass lies near , implying eigenvalues exceed while about lie in . The results advance understanding of time-frequency localization under a symmetric Sobolev norm and have implications for sampling/interpolation in time-frequency analysis.

Abstract

We study concentration operators acting on the Fourier symmetric Sobolev space consisting of functions such that . We find that the Bargmann transform is a unitary operator from to a weighted Fock space. After identifying the reproducing kernel of , we discover an unexpected phenomenon about the decay of the eigenvalues of a two-sided concentration operator, namely that the plunge region is of the same order of magnitude as the region where the eigenvalues are close to 1, contrasting the classical case of Paley--Wiener spaces.
Paper Structure (5 sections, 17 theorems, 86 equations)

This paper contains 5 sections, 17 theorems, 86 equations.

Key Result

Theorem 1

Let $I=[-R,R], J=[-T,T]$. Then for any $\epsilon>0$ there are at least $4RT + O(\log R)+O(T)$ eigenvalues of $T_{I,J}$ larger than $1-\epsilon$.

Theorems & Definitions (33)

  • Theorem 1
  • Theorem 2
  • Theorem 3
  • Lemma 1
  • proof
  • Lemma 2
  • proof
  • Lemma 3
  • proof
  • Lemma 4
  • ...and 23 more