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.

Export metadata

Statistics

Number of document requests

Additional Services

Share in Twitter Search Google Scholar
Metadaten
Author:M. Gruber, S. Eichstädt, Wenzel Baron Pilar von PilchauGND, Jörg HähnerGND, V. Gowtham, A. Willner, N. Koutrakis, J. Polte, M. Riedl
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/89793
ISBN:978-3-9819376-4-0OPAC
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
Language:English
Year of first Publication:2021
Release Date:2021/10/07
First Page:246
Last Page:247
DOI:https://doi.org/10.5162/smsi2021/d2.2
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