Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors
Includes abstract. === Includes bibliographical references (leaves [117]-121). === This thesis attempts to accelerate compute intensive sections of a frequency domain radio astronomy correlator using dedicated co-processors. Two co-processor implementations were made independently with one using rec...
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ndltd-netd.ac.za-oai-union.ndltd.org-uct-oai-localhost-11427-122122020-12-10T05:11:07Z Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors Woods, Andrew Inggs, Michael Electrical Engineering Includes abstract. Includes bibliographical references (leaves [117]-121). This thesis attempts to accelerate compute intensive sections of a frequency domain radio astronomy correlator using dedicated co-processors. Two co-processor implementations were made independently with one using reconfigurable hardware (Xilinx Virtex 4LXlOO) and the other uses a graphics processor (Nvidia 9800GT). The objective of a radio astronomy correlator is to compute the complex valued correlation products for each baseline which can be used to reconstruct the sky's radio brightness distribution. Radio astronomy correlators have huge computation demands and this dissertation focuses on the computational aspects of correlation, concentrating on the X-engine stage of the correlator. 2015-01-15T11:25:26Z 2015-01-15T11:25:26Z 2010 Master Thesis Masters MSc http://hdl.handle.net/11427/12212 eng application/pdf University of Cape Town Faculty of Engineering and the Built Environment Department of Electrical Engineering |
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English |
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Dissertation |
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Electrical Engineering |
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Electrical Engineering Woods, Andrew Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
description |
Includes abstract. === Includes bibliographical references (leaves [117]-121). === This thesis attempts to accelerate compute intensive sections of a frequency domain radio astronomy correlator using dedicated co-processors. Two co-processor implementations were made independently with one using reconfigurable hardware (Xilinx Virtex 4LXlOO) and the other uses a graphics processor (Nvidia 9800GT). The objective of a radio astronomy correlator is to compute the complex valued correlation products for each baseline which can be used to reconstruct the sky's radio brightness distribution. Radio astronomy correlators have huge computation demands and this dissertation focuses on the computational aspects of correlation, concentrating on the X-engine stage of the correlator. |
author2 |
Inggs, Michael |
author_facet |
Inggs, Michael Woods, Andrew |
author |
Woods, Andrew |
author_sort |
Woods, Andrew |
title |
Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
title_short |
Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
title_full |
Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
title_fullStr |
Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
title_full_unstemmed |
Accelerating software radio astronomy FX correlation with GPU and FPGA co-processors |
title_sort |
accelerating software radio astronomy fx correlation with gpu and fpga co-processors |
publisher |
University of Cape Town |
publishDate |
2015 |
url |
http://hdl.handle.net/11427/12212 |
work_keys_str_mv |
AT woodsandrew acceleratingsoftwareradioastronomyfxcorrelationwithgpuandfpgacoprocessors |
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