Representation of interval data by weak orders yields robustness of the data fusion outcomes

S. V. Muravyov, L. I. Khudonogova, I. A. Marinushkina

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

It is shown in the paper that an interval data fusion procedure can be carried out by means of representation of intervals on the real line by weak order relations (or rankings) over set of discrete values belonging to these intervals. It is possible to determine a consensus ranking for collection of discrete values rankings, corresponding to initial intervals. The highest ranked value, accepted as a result of the fusion, guarantees improved accuracy and robustness of the interval data fusion procedure outputs.

Original languageEnglish
Article number012064
JournalJournal of Physics: Conference Series
Volume772
Issue number1
DOIs
Publication statusPublished - 12 Dec 2016
Event2016 Joint IMEKO TC1-TC7-TC13 Symposium: Metrology Across the Sciences: Wishful Thinking? - Berkeley, United States
Duration: 3 Aug 20165 Aug 2016

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multisensor fusion
ranking
intervals
fusion
output

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

Representation of interval data by weak orders yields robustness of the data fusion outcomes. / Muravyov, S. V.; Khudonogova, L. I.; Marinushkina, I. A.

In: Journal of Physics: Conference Series, Vol. 772, No. 1, 012064, 12.12.2016.

Research output: Contribution to journalArticle

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