TY - JOUR
T1 - A real-time, all-sky, high time resolution, direct imager for the long wavelength array
AU - Kent, James
AU - Dowell, Jayce
AU - Beardsley, Adam
AU - Thyagarajan, Nithyanandan
AU - Taylor, Greg
AU - Bowman, Judd
N1 - Funding Information:
This work is supported by National Science Foundation awards AST-1710719 and AST-1711164. We gratefully acknowledge the support of NVIDIA Corporation with the donation of a Titan X GPU used for prototyping and testing the EPIC pipeline. Construction of the LWA has been supported by the Office of Naval Research under Contract N00014-07-C-0147 and by the AFOSR. Support for operations and continuing development of the LWA1 is provided by the Air Force Research Laboratory and the National Science Foundation under grants AST-1835400 and AGS-1708855. APB is supported by an National Science Foundation Astronomy and Astrophysics Postdoctoral Fellowship under award AST-1701440. JK is funded by the Engineering and Physical Sciences Research Council, UK. We also acknowledge Emma Maton for her help in proofreading the final manuscript.
Publisher Copyright:
© 2019 The Author(s) Published by Oxford University Press on behalf of the Royal Astronomical Society.
PY - 2019/7/1
Y1 - 2019/7/1
N2 - The future of radio astronomy will require instruments with large collecting areas for higher sensitivity, wide fields of view for faster survey speeds, and efficient computing and data rates relative to current capabilities.We describe the first successful deployment of the E-field Parallel Imaging Correlator (EPIC) on the LWA station in Sevilleta, New Mexico, USA (LWASV). EPIC is a solution to the computational problem of large interferometers. By gridding and spatially Fourier transforming channelized electric fields from the antennas in real time, EPIC removes the explicit cross-multiplication of all pairs of antenna voltages to synthesize an aperture, reducing the computational scaling from O(n2a ) to O(ng log2 ng), where na is the number of antennas and ng is the number of grid points. Not only does this save computational costs for dense arrays but it produces very high time resolution images in real time. The GPUbased implementation uses existing LWA-SV hardware and the high performance streaming framework, Bifrost. We examine the practical details of the EPIC deployment and verify the imaging performance by detecting a meteor impact on the atmosphere using continuous all-sky imaging at 50 ms time resolution.
AB - The future of radio astronomy will require instruments with large collecting areas for higher sensitivity, wide fields of view for faster survey speeds, and efficient computing and data rates relative to current capabilities.We describe the first successful deployment of the E-field Parallel Imaging Correlator (EPIC) on the LWA station in Sevilleta, New Mexico, USA (LWASV). EPIC is a solution to the computational problem of large interferometers. By gridding and spatially Fourier transforming channelized electric fields from the antennas in real time, EPIC removes the explicit cross-multiplication of all pairs of antenna voltages to synthesize an aperture, reducing the computational scaling from O(n2a ) to O(ng log2 ng), where na is the number of antennas and ng is the number of grid points. Not only does this save computational costs for dense arrays but it produces very high time resolution images in real time. The GPUbased implementation uses existing LWA-SV hardware and the high performance streaming framework, Bifrost. We examine the practical details of the EPIC deployment and verify the imaging performance by detecting a meteor impact on the atmosphere using continuous all-sky imaging at 50 ms time resolution.
KW - Instrumentation: interferometers
KW - Techniques: interferometric
KW - Telescopes
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U2 - 10.1093/mnras/stz1206
DO - 10.1093/mnras/stz1206
M3 - Article
AN - SCOPUS:85067978348
SN - 0035-8711
VL - 486
SP - 5052
EP - 5060
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 4
ER -