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The probability of a subspace swap in the SVD

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dc.contributor.authorTufts, Donald W., author
dc.contributor.authorScharf, Louis L., author
dc.contributor.authorThomas, John K., author
dc.contributor.authorIEEE, publisher
dc.date.accessioned2007-01-03T04:25:01Z
dc.date.available2007-01-03T04:25:01Z
dc.date.issued1995
dc.description.abstractIn this paper we extend the work of Tufts, Kot, and Vaccaro (TKV) to improve the analytical characterization of threshold breakdown in SVD methods. Our results sharpen the TKV results by lower bounding the probability of a subspace swap in the SVD. Our key theoretical result is the characteristic function for a random variable whose probability of exceeding zero bounds the probability of a threshold breakdown.
dc.description.sponsorshipThis work was supported by the Office of Naval Research, Mathematics Division, Arlington, VA, under contract # N00014-89-J-1070.
dc.format.mediumborn digital
dc.format.mediumarticles
dc.identifier.bibliographicCitationThomas, John K., Louis L. Scharf, and Donald W. Tufts, The Probability of a Subspace Swap In the SVD, IEEE Transactions on Signal Processing 43, no. 3 (March 1995): 730-736.
dc.identifier.urihttp://hdl.handle.net/10217/751
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartofFaculty Publications
dc.rights©1995 IEEE.
dc.rightsCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.
dc.subjectrandom processes
dc.subjectprobability
dc.subjectparameter estimation
dc.subjectsignal resolution
dc.subjectsingular value decomposition
dc.titleThe probability of a subspace swap in the SVD
dc.typeText

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