Information Fusion Under Consideration of Conflicting Input Signals

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 detect...

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Bibliographic Details
Main Author: Mönks, Uwe (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer Vieweg, 2017.
Edition:1st ed. 2017.
Series:Technologien für die intelligente Automation, Technologies for Intelligent Automation,
Subjects:
Computational intelligence.
Signal processing.
Control engineering.
Robotics.
Automation.
Artificial intelligence.
Computational Intelligence.
Signal, Speech and Image Processing.
Control, Robotics, Automation.
Artificial Intelligence.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Scientific State of the Art
  • Preliminaries
  • Multilayer Attribute-based Conflict-reducing Observation
  • Evaluation
  • Summary.

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