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https://hdl.handle.net/2440/87490
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Type: | Journal article |
Title: | Representation of uncertain multichannel digital signal spaces and study of pattern recognition based on metrics and difference values on fuzzy n-cell number spaces |
Author: | Wang, G. Shi, P. Messenger, P. |
Citation: | IEEE Transactions on Fuzzy Systems, 2009; 17(2):421-439 |
Publisher: | IEEE |
Issue Date: | 2009 |
ISSN: | 1063-6706 1941-0034 |
Statement of Responsibility: | Guixiang Wang, Peng Shi, and Paul Messenger |
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. |
Keywords: | Difference values fuzzy n-cell numbers metrics n-dimensional fuzzy vectors pattern recognition uncertain multichannel digital signals |
Rights: | © 2009 IEEE |
DOI: | 10.1109/TFUZZ.2008.2012352 |
Published version: | http://dx.doi.org/10.1109/tfuzz.2008.2012352 |
Appears in Collections: | Aurora harvest 2 Electrical and Electronic Engineering publications |
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