A Julia Package for the End-To-End Modeling of Correlator-Beamformers in Modern Radio Telescopes

A Julia package is currently being developed to model the digital signal processing operations in correlatorbeamformers (CBFs) used in modern radio telescopes.This package includes a library of configurable functions that simulate the signal processing operations of key CBF components, such as channelizers, tunable filters, resamplers, beamformers and cross-correlators.Additionally, it is to include test signal generators and auxiliary functions to detect radio frequency interference (RFI) and to flag or excise contaminated data.This package supports multiple numerical formats, including several low-precision floating-point formats.The key signal processing functions in this package are being optimized to exploit the available hardware resources to achieve faster processing.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.46620/ursiaprasc25/wvdk9297
Primary Topic
Radio Astronomy Observations and Technology
Type
article
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article

A Julia Package for the End-To-End Modeling of Correlator-Beamformers in Modern Radio Telescopes

Thushara Gunaratne
Radio Astronomy Observations and Technology
article

A Julia Package for the End-To-End Modeling of Correlator-Beamformers in Modern Radio Telescopes

Thushara Gunaratne
article en

Abstract

A Julia package is currently being developed to model the digital signal processing operations in correlatorbeamformers (CBFs) used in modern radio telescopes.This package includes a library of configurable functions that simulate the signal processing operations of key CBF components, such as channelizers, tunable filters, resamplers, beamformers and cross-correlators.Additionally, it is to include test signal generators and auxiliary functions to detect radio frequency interference (RFI) and to flag or excise contaminated data.This package supports multiple numerical formats, including several low-precision floating-point formats.The key signal processing functions in this package are being optimized to exploit the available hardware resources to achieve faster processing.

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Radio Astronomy Observations and Technology
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A Julia Package for the End-To-End Modeling of Correlator-Beamformers in Modern Radio Telescopes — Thushara Gunaratne · (2025) | TGRS Research Map | TGRS