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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Wang, Guixiang, Shi, Peng and Messenger, Paul (2009) Representation of uncertain multichannel digital signal spaces and study of pattern recognition based on metrics and difference values on fuzzy n-cell number spaces. IEEE Transactions on Fuzzy Systems, 17 (2). pp. 421-439. ISSN 1063-6706

Abstract

In 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

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Item type Article
URI https://vuir.vu.edu.au/id/eprint/4671
DOI 10.1109/TFUZZ.2008.2012352
Official URL http://dx.doi.org/10.1109/TFUZZ.2008.2012352
Subjects Historical > SEO Classification > 970109 Expanding Knowledge in Engineering
Historical > Faculty/School/Research Centre/Department > Institute for Logistics and Supply Chain Management (ILSCM)
Historical > FOR Classification > 0199 Other Mathematical Sciences Information Systems
Keywords ResPubID17718, Difference values, fuzzy n-cell numbers, metrics, n-dimensional fuzzy vectors, pattern recognition, uncertain multichannel digital signals
Citations in Scopus 31 - View on Scopus
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