Information Fusion under Consideration of Conflicting Input Signals

This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the BalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result.

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Bibliographic Details
Main Author Monks, Uwe
Format eBook
LanguageEnglish
German
Published Berlin, Heidelberg Springer Berlin / Heidelberg 2016
Springer Berlin Heidelberg
Springer
Edition1
SeriesTechnologien für die intelligente Automation
Subjects
Artificial Intelligence
Computational Intelligence
Engineering
Multisensor data fusion
Robotics and Automation
Signal processing
Signal, Image and Speech Processing
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Summary:This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the BalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result.
ISBN:3662537516
9783662537510
DOI:10.1007/978-3-662-53752-7