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Data for "Quadrature-Based Compressive Sensing Guarantees for Bounded Orthonormal Systems", to be submitted to IEEE Signal Processing Letters

Metadata Updated: December 15, 2023

This dataset contains CSV files for the figures in the paper titled "Quadrature-Based Compressive Sensing Guarantees for Bounded Orthonormal Systems", to be submitted to the journal IEEE Signal Processing Letters. In this paper, we derive an approach to apply compressive sensing guarantees to linear inverse problems where measurements are samples of a function that can be expanded in a series of bounded orthonormal functions and require implementations using fast transform algorithms. In particular, we develop extensions of compressive sensing guarantees that can be used in the case described but where samples are taken on quadrature sample points instead of continuous sampling domains. This work has applications in antenna metrology, acoustic field measurements, astronomy, and more. The figures that this dataset is for are examples comparing transform algorithm times in continuous sample domains versus quadrature sample positions as well as comparisons of the performance of compressive sensing using continuous sampling versus quadrature-node-based sampling.

Access & Use Information

Public: This dataset is intended for public access and use. License: See this page for license information.

Downloads & Resources

Dates

Metadata Created Date December 15, 2023
Metadata Updated Date December 15, 2023
Data Update Frequency irregular

Metadata Source

Harvested from NIST

Additional Metadata

Resource Type Dataset
Metadata Created Date December 15, 2023
Metadata Updated Date December 15, 2023
Publisher National Institute of Standards and Technology
Maintainer
Identifier ark:/88434/mds2-3073
Data First Published 2023-11-16
Language en
Data Last Modified 2023-09-06 00:00:00
Category Mathematics and Statistics:Image and signal processing, Metrology:Acoustic/vibration metrology, Metrology:Electrical/electromagnetic metrology
Public Access Level public
Data Update Frequency irregular
Bureau Code 006:55
Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id fa2adb50-56b6-41ef-be45-c1c8715361ec
Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
Harvest Source Title NIST
Homepage URL https://data.nist.gov/od/id/mds2-3073
License https://www.nist.gov/open/license
Program Code 006:045
Source Datajson Identifier True
Source Hash a22c9abad3df98bf776c5efdec5ab1e963deceba29aaaff33f0c527de70e639c
Source Schema Version 1.1

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