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Performance evaluation of fuzzy-based fusion rules for tracking applications

Authors: Tchamova, A.; Dezert, J.;

Performance evaluation of fuzzy-based fusion rules for tracking applications

Abstract

p>The objective of this paper is to present and to evaluate the performance of particularnbsp;fusion rules based on fuzzy T-Conorm/T-Norm operators for two tracking applications:nbsp;(1) Tracking object#39;s type changes, supporting the process of objects#39; identi cationnbsp;(e.g. ghter against cargo, friendly aircraft against hostile ones), which, consequentlynbsp;is essential for improving the quality of generalized data association for targets#39; track-nbsp;ing; (2) Alarms identi cation and prioritization in terms of degree of danger relatingnbsp;to a set of a priori de ned, out of the ordinary dangerous directions. The aim is tonbsp;present and demonstrate the ability of these rules to assure coherent and stable waynbsp;for identi cation and to improve decision-making process in a temporal way. A comparison with performance of Dezert-Smarandache Theory based Proportional Conflictnbsp;Redistribution rule no.5 and Dempster#39;s rule is also provided./p>

Keywords

data fusion, objects' type identication, ALARM CLASSIFFICATION, OBJECTS' TYPE IDENTIFICATION, DSMT, DEMPSTER'S RULE., TCN RULES, PCR5 FUSION RULE, [INFO.INFO-PL] Computer Science [cs]/Programming Languages [cs.PL], DATA FUSION, alarm classication

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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