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Representation of uncertain multichannel digital signal spaces and study of pattern recognition based on metrics and difference values on fuzzy n-cell number spaces

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dc.contributor.authorWang, G.
dc.contributor.authorShi, P.
dc.contributor.authorMessenger, P.
dc.date.issued2009
dc.descriptionLink to a related website: http://vuir.vu.edu.au/4671/1/%284671%29Article_-_Representation_of_Uncertain_-_2009-TFS-WSM.pdf, Open Access via Unpaywall
dc.description.abstractIn this paper, we discuss the problem of characterization for uncertain multichannel digital signal spaces, propose using fuzzy n-cell number space to represent uncertain n-channel digital signal space, and put forward a method of constructing such fuzzy n-cell numbers. We introduce two new metrics and concepts of certain types of difference values on fuzzy n -cell number space and study their properties. Further, based on the metrics or difference values appropriately defined, we put forward an algorithmic version of pattern recognition in an imprecise or uncertain environment, and we also give practical examples to show the application and rationality of the proposed techniques.
dc.description.statementofresponsibilityGuixiang Wang, Peng Shi, and Paul Messenger
dc.identifier.citationIEEE transactions on fuzzy systems, 2009; 17(2):421-439
dc.identifier.doi10.1109/TFUZZ.2008.2012352
dc.identifier.issn1063-6706
dc.identifier.issn1941-0034
dc.identifier.orcidShi, P. [0000-0001-6295-0405] [0000-0001-8218-586X] [0000-0002-0864-552X] [0000-0002-1358-2367] [0000-0002-5312-5435]
dc.identifier.urihttp://hdl.handle.net/2440/87490
dc.language.isoen
dc.publisherIEEE
dc.rights© 2009 IEEE
dc.source.urihttps://doi.org/10.1109/TFUZZ.2008.2012352
dc.subjectDifference values
dc.subjectfuzzy n-cell numbers
dc.subjectmetrics
dc.subjectn-dimensional fuzzy vectors
dc.subjectpattern recognition
dc.subjectuncertain multichannel digital signals
dc.titleRepresentation of uncertain multichannel digital signal spaces and study of pattern recognition based on metrics and difference values on fuzzy n-cell number spaces
dc.typeJournal article
pubs.publication-statusPublished

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