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New approaches for the real-time detection of binary pulsars with the Square Kilometre Array (SKA)

Abstract:

Data rates from the Square Kilometre Array will be huge, rivalling the sum total of current global internet traffic. This deluge of data prompts a demand for significant progress in techniques for signal processing, data analysis and time-series modelling of vast data sets. Developing novel, real-time, machine learning algorithms is paramount if the SKA project is to meet its science objectives [1]. As a case study in SKA data analysis, this paper outlines some intrinsic difficulties in the s...

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Authors


Van Heerden, E More by this author
Karastergiou, A More by this author
Roberts, SJ More by this author
Smirnov, O More by this author
Publisher:
Institute of Electrical and Electronics Engineers Inc.
Publication date:
2014-10-17
DOI:
URN:
uuid:6b4afbea-0ab8-4e97-811b-1660b1172b77
Source identifiers:
502912
Local pid:
pubs:502912
ISBN:
9781467352253

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