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Isometries and isometric embeddings of Wasserstein spaces over the Heisenberg group

Zoltán M. Balogh, Tamás Titkos, Dániel Virosztek

TL;DR

The paper analyzes isometries and isometric embeddings of the $p$-Wasserstein space $\mathcal{W}_p(\mathbb{H}^n)$ with $p>1$ on the Heisenberg group. It develops a link between Euclidean optimal transport on $\mathbb{R}^{2n}$ and the Heisenberg structure to characterize complete geodesics, geodesic rays, and embedding ranks, proving that the metric rank equals $n$ and that embeddings of $\mathcal{W}_p(\mathbb{R}^k)$ or $\mathcal{W}_p(\mathbb{H}^k)$ into $\mathcal{W}_p(\mathbb{H}^n)$ occur iff $k\le n$. The second main contribution is an isometric rigidity result: every isometry of $\mathcal{W}_p(\mathbb{H}^n)$ is induced by a base-space isometry of $\mathbb{H}^n$, established via a vertical Radon transform and analysis of vertically supported measures, with special treatment of the case $p=4$. Together, these results extend rigidity phenomena from Euclidean settings to a non-Euclidean, sub-Riemannian context and illuminate how the geometry of $\mathbb{H}^n$ governs the Wasserstein geometry.

Abstract

Our purpose in this paper is to study isometries and isometric embeddings of the $p$-Wasserstein space $\mathcal{W}_p(\mathbb{H}^n)$ over the Heisenberg group $\mathbb{H}^n$ for all $p>1$ and for all $n\geq 1$. First, we create a link between optimal transport maps in the Euclidean space $\mathbb{R}^{2n}$ and the Heisenberg group $\mathbb{H}^n$. Then we use this link to understand isometric embeddings of $\mathbb{R}$ and $\mathbb{R}_+$ into $\mathcal{W}_p(\mathbb{H}^n)$ for $p>1$. That is, we characterize complete geodesics and geodesic rays in the Wasserstein space. Using these results we determine the metric rank of $\mathcal{W}_p(\mathbb{H}^n)$. Namely, we show that $\mathbb{R}^k$ can be embedded isometrically into $\mathcal{W}_p(\mathbb{H}^n)$ for $p>1$ if and only if $k\leq n$. As a consequence, we conclude that $\mathcal{W}_p(\mathbb{R}^k)$ and $\mathcal{W}_p(\mathbb{H}^k)$ can be embedded isometrically into $\mathcal{W}_p(\mathbb{H}^n)$ if and only if $k\leq n$. In the second part of the paper, we study the isometry group of $\mathcal{W}_p(\mathbb{H}^n)$ for $p>1$. We find that these spaces are all isometrically rigid meaning that for every isometry $Φ:\mathcal{W}_p(\mathbb{H}^n)\to\mathcal{W}_p(\mathbb{H}^n)$ there exists a $ψ:\mathbb{H}^n\to\mathbb{H}^n$ such that $Φ=ψ_{\#}$.

Isometries and isometric embeddings of Wasserstein spaces over the Heisenberg group

TL;DR

The paper analyzes isometries and isometric embeddings of the -Wasserstein space with on the Heisenberg group. It develops a link between Euclidean optimal transport on and the Heisenberg structure to characterize complete geodesics, geodesic rays, and embedding ranks, proving that the metric rank equals and that embeddings of or into occur iff . The second main contribution is an isometric rigidity result: every isometry of is induced by a base-space isometry of , established via a vertical Radon transform and analysis of vertically supported measures, with special treatment of the case . Together, these results extend rigidity phenomena from Euclidean settings to a non-Euclidean, sub-Riemannian context and illuminate how the geometry of governs the Wasserstein geometry.

Abstract

Our purpose in this paper is to study isometries and isometric embeddings of the -Wasserstein space over the Heisenberg group for all and for all . First, we create a link between optimal transport maps in the Euclidean space and the Heisenberg group . Then we use this link to understand isometric embeddings of and into for . That is, we characterize complete geodesics and geodesic rays in the Wasserstein space. Using these results we determine the metric rank of . Namely, we show that can be embedded isometrically into for if and only if . As a consequence, we conclude that and can be embedded isometrically into if and only if . In the second part of the paper, we study the isometry group of for . We find that these spaces are all isometrically rigid meaning that for every isometry there exists a such that .
Paper Structure (5 sections, 9 theorems, 154 equations)

This paper contains 5 sections, 9 theorems, 154 equations.

Key Result

Theorem 1.1

Let $n \in\mathbb{N}$ and $p>1$. The rank of $\mathcal{W}_p(\mathbb{H}^n)$ is $n$, that is, $\mathbb{R}^k$ can be embedded isometrically into $\mathcal{W}_p(\mathbb{H}^n)$ if and only if $k\leq n$.

Theorems & Definitions (17)

  • Theorem 1.1
  • Theorem 1.2
  • Theorem 3.1
  • Lemma 3.2
  • proof
  • Proposition 3.3
  • proof
  • Remark 3.4
  • Proposition 3.5
  • proof
  • ...and 7 more