Discretization of Continuous Frames by Quasi-Monte Carlo Methods
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866909669866340352 |
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| author | Zimmermann, Jan Klotz, Andreas Holighaus, Nicki |
| author_facet | Zimmermann, Jan Klotz, Andreas Holighaus, Nicki |
| contents | We introduce a discretization scheme for continuous localized frames using quasi-Monte Carlo integration and discrepancy theory. By generalizing classical concepts, we define a discrepancy measure on the entire phase space $\mathbb{R}^2$ and establish a corresponding Koksma-Hlawka inequality. This approach enables control over the density of the discretized frame and ensures the universality of the sampling set, relying only on the discrepancy of the sampling set and on the Sobolev-type seminorm of an iterated kernel rather than on specific frame properties. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2507_00618 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Discretization of Continuous Frames by Quasi-Monte Carlo Methods Zimmermann, Jan Klotz, Andreas Holighaus, Nicki Functional Analysis 42C15, 11K38, 46E22 We introduce a discretization scheme for continuous localized frames using quasi-Monte Carlo integration and discrepancy theory. By generalizing classical concepts, we define a discrepancy measure on the entire phase space $\mathbb{R}^2$ and establish a corresponding Koksma-Hlawka inequality. This approach enables control over the density of the discretized frame and ensures the universality of the sampling set, relying only on the discrepancy of the sampling set and on the Sobolev-type seminorm of an iterated kernel rather than on specific frame properties. |
| title | Discretization of Continuous Frames by Quasi-Monte Carlo Methods |
| topic | Functional Analysis 42C15, 11K38, 46E22 |
| url | https://arxiv.org/abs/2507.00618 |