A pipeline structure for the block QR update in digital signal processing
comunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
comunitat-uji-handle4:
INVESTIGACIONMetadata
Title
A pipeline structure for the block QR update in digital signal processingDate
2019-03Publisher
SpringerBibliographic citation
Dolz, M.F., Alventosa, F.J., Alonso-Jordá, P. et al. J Supercomput (2019) 75: 1470. https://doi.org/10.1007/s11227-018-2666-1Type
info:eu-repo/semantics/articlePublisher version
https://link.springer.com/article/10.1007/s11227-018-2666-1Version
info:eu-repo/semantics/submittedVersionSubject
Abstract
There exist problems in the field of digital signal processing, such as filtering of acoustic signals that require processing a large amount of data in real time. The beamforming algorithm, for instance, is a process ... [+]
There exist problems in the field of digital signal processing, such as filtering of acoustic signals that require processing a large amount of data in real time. The beamforming algorithm, for instance, is a process that can be modeled by a rectangular matrix built on the input signals of an acoustic system and, thus, changes in real time. To obtain the output signals, it is required to compute its QR factorization. In this paper, we propose to organize the concurrent computational resources of a given multicore computer in a pipeline structure to perform this factorization as fast as possible. The pipeline has been implemented using both the application programming interface OpenMP and GrPPI, a library interface to design parallel applications based on parallel patterns. We tackle not only the performance challenge but also the programmability of our idea using parallel programming frameworks. [-]
Investigation project
Spanish Ministry of Economy and Competitiveness under MINECO and FEDER projects TIN2014-53495-R and TEC2015-67387-C4-1-R.Rights
© Springer Science+Business Media, LLC, part of Springer Nature 2018
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
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- ICC_Articles [413]