Information Fusion Under Consideration of Conflicting Input Signals
Başlık:
Information Fusion Under Consideration of Conflicting Input Signals
Yazar:
Mönks, Uwe. author.
ISBN:
9783662537527
Yazar Ek Girişi:
Fiziksel Tanımlama:
XIX, 240 p. 58 illus., 35 illus. in color. online resource.
Seri:
Technologien für die intelligente Automation, Technologies for Intelligent Automation
İçerik:
Introduction -- Scientific State of the Art -- Preliminaries -- Multilayer Attribute-based Conflict-reducing Observation -- Evaluation -- Summary.
Özet:
This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the µBalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result. In addition, a sensor defect detection method, which is based on the continuous monitoring of sensor reliabilities, is presented. The performances of the contributions are shown by their evaluation in the scope of both a publicly available data set and a machine condition monitoring application under laboratory conditions. Here, the MACRO system yields the best results compared to state-of-the-art fusion mechanisms. The author Dr.-Ing. Uwe Mönks studied Electrical Engineering and Information Technology at the OWL University of Applied Sciences (Lemgo), Halmstad University (Sweden), and Aalborg University (Denmark). Since 2009 he is employed at the Institute Industrial IT (inIT) as research associate with project leading responsibilities. During this time he completed his doctorate (Dr.-Ing.) in a cooperative graduation with Ruhr-University Bochum. His research interests are in the area of multisensor and information fusion, pattern recognition, and machine learning.
Tüzel Kişi Ek Girişi:
Elektronik Erişim:
http://dx.doi.org/10.1007/978-3-662-53752-7Mevcut:*
Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
---|---|---|---|
Q342 | 481464-1001 | SPRINGER | Arıyor... |
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