English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
  Reconstructing non-repeating radio pulses with Information Field Theory

Welling, C., Frank, P., Ensslin, T., & Nelles, A. (2021). Reconstructing non-repeating radio pulses with Information Field Theory. Journal of Cosmology and Astroparticle Physics, 2021(4): 071. doi:10.1088/1475-7516/2021/04/071.

Item is

Basic

show hide
Genre: Journal Article

Files

show Files
hide Files
:
Reconstructing non-repeating radio pulses with Information Field Theory.pdf (Any fulltext), 5MB
 
File Permalink:
-
Name:
Reconstructing non-repeating radio pulses with Information Field Theory.pdf
Description:
-
Visibility:
Private
MIME-Type / Checksum:
application/pdf
Technical Metadata:
Copyright Date:
-
Copyright Info:
-
License:
-

Locators

show

Creators

show
hide
 Creators:
Welling, C., Author
Frank, P., Author
Ensslin, T.1, Author              
Nelles, A., Author
Affiliations:
1Computational Structure Formation, MPI for Astrophysics, Max Planck Society, ou_2205642              

Content

show
hide
Free keywords: -
 Abstract: Particle showers in dielectric media produce radio signals which are used for the detection of both ultra-high energy cosmic rays and neutrinos with energies above a few PeV. The amplitude, polarization, and spectrum of these short, broadband radio pulses allow us to draw conclusions about the primary particles that caused them, as well as the mechanics of shower development and radio emission. However, confidently reconstructing the radio signals can pose a challenge, as they are often obscured by background noise. Information Field Theory offers a robust approach to this challenge by using Bayesian inference to calculate the most likely radio signal, given the recorded data. In this paper, we describe the application of Information Field Theory to radio signals from particle showers in both air and ice and demonstrate how accurately pulse parameters can be obtained from noisy data.

Details

show
hide
Language(s): eng - English
 Dates: 2021-04-27
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1088/1475-7516/2021/04/071
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: Journal of Cosmology and Astroparticle Physics
  Abbreviation : J. Cosmol. Astropart. Phys.
  Abbreviation : JCAP
Source Genre: Journal
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 2021 (4) Sequence Number: 071 Start / End Page: - Identifier: ISSN: 1475-7516