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Journal article

UTV Tools: Matlab Templates for Rank-Revealing UTV Decompositions

From

California State University1

Scientific Computing, Department of Informatics and Mathematical Modeling, Technical University of Denmark2

Department of Informatics and Mathematical Modeling, Technical University of Denmark3

We describe a Matlab 5.2 package for computing and modifying certain rank-revealing decompositions that have found widespread use in signal processing and other applications. The package focuses on algorithms for URV and ULV decompositions, collectively known as UTV decompositions. We include algorithms for the ULLV decomposition, which generalizes the ULV decomposition to a pair of matrices.

For completeness a few algorithms for computation of the RRQR decomposition are also included. The software in this package can be used as is, or can be considered as templates for specialized implementations on signal processors and similar dedicated hardware platforms.

Language: English
Publisher: Kluwer Academic Publishers
Year: 1999
Pages: 165-194
ISSN: 10171398 and 15729265
Types: Journal article
DOI: 10.1023/A:1019112103049
ORCIDs: Hansen, Per Christian

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