D2.2 Uncertainty-aware sensor fusion in sensor networks

  • Uncertainty assignment for measurement values is a common process for single sensors, but this procedure grows in complexity for sensor networks. Often measured values are processed further in such networks and uncertainty must be evaluated for virtual values. A simple example is the fusion of homogeneous values and faulty or drifting sensors can harm the virtual value. We introduce a method from the field of key-comparison into the domain of sensor fusion. The method is evaluated in three different scenarios within an agent-framework.

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Author:M. Gruber, S. Eichstädt, Wenzel Baron Pilar von PilchauORCiDGND, Jörg HähnerORCiDGND, V. Gowtham, A. Willner, N. Koutrakis, J. Polte, M. Riedl
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/89793
Parent Title (English):SMSI 2021 - Measurement Science
Publisher:AMA Service
Place of publication:Wunstorf
Editor:Gerald Gerlach, Klaus-Dieter Sommer
Type:Part of a Book
Year of first Publication:2021
Release Date:2021/10/07
First Page:246
Last Page:247
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Informatik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Organic Computing
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik