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Quadratic discrepancy estimates for probability measures on the Heisenberg group

Luca Brandolini, Alessandro Monguzzi, Matteo Monti

TL;DR

The paper extends Roth-type $L^{2}$ discrepancy theory to the Heisenberg group $\mathbb{H}^{n}$ with respect to upper Ahlfors regular measures, introducing an $L^{2}$-discrepancy for a natural family of cylindrically symmetric test sets and proving a lower bound of order $N^{1-1/(Q-2)}$ with $Q=2n+2$. The authors develop a harmonic-analysis framework based on the group Fourier transform via the Schrödinger representation, and they decompose the main discrepancy into two core contributions, analyzed through a Laguerre–Hermite spectral calculus for radial functions and a heat-kernel–based kernel $K_{s}$. The main contributions are a Roth-type lower bound and an upper bound of order $N^{1-1/Q}$ for the minimal quadratic discrepancy, highlighting both the potential sharpness gap and the intrinsic geometry of $\mathbb{H}^{n}$. This work lays foundational steps toward a discrepancy theory on the Heisenberg group, linking sub-Riemannian harmonic analysis with irregular sampling in a non-commutative setting.

Abstract

We initiate the study of quadratic discrepancy for finite point sets on the Heisenberg group $\mathbb H^n$ with respect to upper Ahlfors regular probability measures. For a natural family of test sets given by left translations and dilations of cylindrically defined neighborhoods, we introduce an $L^2$-discrepancy and establish a Roth-type lower bound depending on the homogeneous dimension of $\mathbb H^n$. This result extends classical discrepancy estimates from the Euclidean and compact settings to a non-commutative, step-two nilpotent Lie group. It should be viewed as a first step toward the development of a discrepancy theory on the Heisenberg group.

Quadratic discrepancy estimates for probability measures on the Heisenberg group

TL;DR

The paper extends Roth-type discrepancy theory to the Heisenberg group with respect to upper Ahlfors regular measures, introducing an -discrepancy for a natural family of cylindrically symmetric test sets and proving a lower bound of order with . The authors develop a harmonic-analysis framework based on the group Fourier transform via the Schrödinger representation, and they decompose the main discrepancy into two core contributions, analyzed through a Laguerre–Hermite spectral calculus for radial functions and a heat-kernel–based kernel . The main contributions are a Roth-type lower bound and an upper bound of order for the minimal quadratic discrepancy, highlighting both the potential sharpness gap and the intrinsic geometry of . This work lays foundational steps toward a discrepancy theory on the Heisenberg group, linking sub-Riemannian harmonic analysis with irregular sampling in a non-commutative setting.

Abstract

We initiate the study of quadratic discrepancy for finite point sets on the Heisenberg group with respect to upper Ahlfors regular probability measures. For a natural family of test sets given by left translations and dilations of cylindrically defined neighborhoods, we introduce an -discrepancy and establish a Roth-type lower bound depending on the homogeneous dimension of . This result extends classical discrepancy estimates from the Euclidean and compact settings to a non-commutative, step-two nilpotent Lie group. It should be viewed as a first step toward the development of a discrepancy theory on the Heisenberg group.
Paper Structure (27 sections, 25 theorems, 226 equations)

This paper contains 27 sections, 25 theorems, 226 equations.

Key Result

Theorem 1

There exists $c>0$ such that for any finite sequence $z_{1},z_{2},\ldots,z_{N}$ of points in $[0,1]^{n}$ we have where $I_{x}=\left[0,x_{1}\right]\times\cdots\times\left[0,x_{n}\right]$ for every $x=\left(x_{1},\ldots,x_{n}\right)\in\left[0,1\right]^{n}.$

Theorems & Definitions (44)

  • Theorem 1
  • Theorem 2
  • Proposition 3
  • Definition 4
  • Remark 5
  • Theorem 6
  • Theorem 7
  • Definition 8
  • Proposition 9
  • Theorem 10
  • ...and 34 more