The observational limit of wave packets with noisy measurements

Fuente: arXiv
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Main Authors: Caro, Pedro, Meroño, Cristóbal J.
Format: Preprint
Published: 2019
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author Caro, Pedro
Meroño, Cristóbal J.
author_facet Caro, Pedro
Meroño, Cristóbal J.
contents The authors consider the problem of recovering an observable from certain measurements containing random errors. The observable is given by a pseudodifferential operator while the random errors are generated by a Gaussian white noise. The authors show how wave packets can be used to partially recover the observable from the measurements almost surely. Furthermore, they point out the limitation of wave packets to recover the remaining part of the observable, and show how the errors hide the signal coming from the observable. The recovery results are based on an ergodicity property of the errors produced by wave packets.
format Preprint
id arxiv_https___arxiv_org_abs_1909_11394
institution arXiv
publishDate 2019
record_format arxiv
spellingShingle The observational limit of wave packets with noisy measurements
Caro, Pedro
Meroño, Cristóbal J.
Analysis of PDEs
Mathematical Physics
Probability
The authors consider the problem of recovering an observable from certain measurements containing random errors. The observable is given by a pseudodifferential operator while the random errors are generated by a Gaussian white noise. The authors show how wave packets can be used to partially recover the observable from the measurements almost surely. Furthermore, they point out the limitation of wave packets to recover the remaining part of the observable, and show how the errors hide the signal coming from the observable. The recovery results are based on an ergodicity property of the errors produced by wave packets.
title The observational limit of wave packets with noisy measurements
topic Analysis of PDEs
Mathematical Physics
Probability
url https://arxiv.org/abs/1909.11394