Distributed Tracking Fidelity-Metric Performance Analysis Using Confusion Matrices

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F12%3A43915279" target="_blank" >RIV/49777513:23520/12:43915279 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6290547" target="_blank" >http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6290547</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Distributed Tracking Fidelity-Metric Performance Analysis Using Confusion Matrices
Original language description
Distributed target tracking and identification is an important element of operational environments. In this paper, we develop a fidelity metric of track purity assessment using confusion matrix (CM) fusion. We assess individual distributed tracker trackpurity associations for a multitarget scenario from two platforms. The fidelity metric for each tracker is combined using the CM fusion for track decision-level analysis to aid in the joint assessment of the track quality. CM fusion enables the estimation of the combined quality of the distributed tracking scenario and can be used for any fidelity metrics based on cardinality. In a distributed multisensor multitarget scenario, we demonstrate the fidelity metric CM fusion for enhanced tracking performance evaluation.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2012 15th International Conference on Information Fusion
ISBN
978-0-9824438-5-9
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
2012-2019
Publisher name
IEEE
Place of publication
Piscataway
Event location
Singapore
Event date
Jul 9, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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