书目名称 | Information Fusion Under Consideration of Conflicting Input Signals |
编辑 | Uwe Mönks |
视频video | |
概述 | Introduces the MACRO (multilayer attribute-based conflict-reducing observation) fusion system.Contains a discussion of state-of-the-art information fusion approaches from probability, possibility, and |
丛书名称 | Technologien für die intelligente Automation |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2017 |
关键词 | Conflict information; Multilayered information; Fusion algorithm; Condition monitoring; System control a |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-662-53752-7 |
isbn_softcover | 978-3-662-53751-0 |
isbn_ebook | 978-3-662-53752-7Series ISSN 2522-8579 Series E-ISSN 2522-8587 |
issn_series | 2522-8579 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE |