Information Fusion Under Consideration of Conflicting Input Signals (Paperback, 1st ed. 2017)

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. 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.

General

Imprint:	Springer Vieweg
Country of origin:	Germany
Series:	Technologien fur die intelligente Automation
Release date:	December 2016
First published:	2017
Authors:	Uwe Moenks
Dimensions:	240 x 168 x 14mm (L x W x T)
Format:	Paperback
Pages:	240
Edition:	1st ed. 2017
ISBN-13:	978-3-662-53751-0
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
LSN:	3-662-53751-6
Barcode:	9783662537510

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