Cygnus A image cubes at C band (4-8 GHz) obtained with Faceted HyperSARA

  • Pierre-Antoine Thouvenin (Creator)
  • Abdullah Abdulaziz (Creator)
  • Ming Jiang (Creator)
  • Arwa Dabbech (Creator)
  • Audrey Repetti (Creator)
  • Adrian Jackson (Creator)
  • Jean-Philippe Thiran (Contributor)
  • Yves Wiaux (Creator)

Dataset

Description

The dataset consists of wide-band image cubes of the celebrated radio galaxy Cyg A from 7.4 GB of VLA data. The imaged field of view is FoV=2.56 arcmin x 1.536 arcmin, at the spatial resolution 0.06 arcsec, and over the frequency range [4,8] GHz.

We provide wideband imaging results of Faceted HyperSARA (Thouvenin et al. 2020) in comparison with the monochromatic imaging approach SARA (Onose et al. 2017) and the multi-scale multi-frequency deconvolution algorithm JC-CLEAN (Offringa and Smirnov 2017).

We investigate the scalability and precision of the proposed algorithm via two experiments.
Experiment 1: Reconstruction of 15 GB image cube at full spectral resolution (8 MHz) from the full 7.4 GB of VLA data.
Experiment 2: Reconstruction of 0.94 GB image cube at low spectral resolution (128 MHz) from the reduced 0.22 GB data, leveraging a joint image and data dimensionality reduction technique (Kartik et al . 2017).

We provide Faceted HyperSARA estimated image cubes (at both spectral resolutions) in FITS format, as well as in AVI format. Imaging results of the benchmark methods are provided in AVI format.
Date made available2020
PublisherHeriot-Watt University

Research Output

Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): when precision meets scalability

Thouvenin, P-A., Abdulaziz, A., Jiang, M., Dabbech, A., Repetti, A., Jackson, A., Thiran, J-P. & Wiaux, Y., Jan 2020, (Submitted) In : Monthly Notices of the Royal Astronomical Society. 25 p.

Research output: Contribution to journalArticle

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    Thouvenin, P. (Creator), Abdulaziz, A. (Creator), Jiang, M. (Creator), Dabbech, A. (Creator), Repetti, A. (Creator), Jackson, A. (Creator), Thiran, J. (Contributor), Wiaux, Y. (Creator) (2020). Cygnus A image cubes at C band (4-8 GHz) obtained with Faceted HyperSARA. Heriot-Watt University. CygA_4_8GHz_Cubes_Exp1_8MHz_FacetedHyperSARA(.fits), CygA_4_8GHz_Cubes_Exp1_8MHz_FacetedHyperSARA(.avi), CygA_4_8GHz_Cubes_Exp1_8MHz_SARA(.avi), CygA_4_8GHz_Cubes_Exp2_128MHz_FacetedHyperSARA(.fits), CygA_4_8GHz_Cubes_Exp2_128MHz_FacetedHyperSARA(.avi), CygA_4_8GHz_Cubes_Exp2_128MHz_SARA(.avi), CygA_4_8GHz_Cubes_Exp2_128MHz_JC_CLEAN(.avi), CygA_4_8GHz_Cubes_Exp1_8MHz_JC_CLEAN(.avi). 10.17861/e94f61c7-4950-4339-99a3-e6c3a820efdf