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Uwe Monks - Information Fusion Under Consideration of Conflicting Input Signals - 9783662537510 - V9783662537510
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Information Fusion Under Consideration of Conflicting Input Signals

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Description for Information Fusion Under Consideration of Conflicting Input Signals paperback. Series: Technologien fur die Intelligente Automation. Num Pages: 240 pages, 23 black & white illustrations, 35 colour illustrations, 23 colour tables, biography. BIC Classification: TJFM1; TTBM; UYQ. Category: (P) Professional & Vocational. Dimension: 240 x 168 x 14. Weight in Grams: 446.

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.



Product Details

Format
Paperback
Publication date
2016
Publisher
Springer Fachmedien Wiesbaden Germany
Number of pages
240
Condition
New
Series
Technologien fur die Intelligente Automation
Number of Pages
240
Place of Publication
Weisbaden, Germany
ISBN
9783662537510
SKU
V9783662537510
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

About Uwe Monks
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 ... Read more

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