Tutorial

On Bayesian Tracking and Data Fusion: A Tutorial Introduction with Exampless

Volume Number:
25
Issue Number:
7
Pages:
Starting page
29
Ending page
52
Publication Date:
Publication Date
July 2010
Author(s)

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Abstract

This tutorial paper provides a short introduction to selected aspects of sensor data fusion by discussing characteristic examples. We consider three cases when fusion of sensor data is important: when emphasis is placed on data produced at different instants of time (i.e., target tracking), when data being collected from different sensor sources are important, and when we have data with background information on the sensor performance as well as data with nonsensor context information. The feedback from data processing to the data acquisition process is illustrated by a sensor management example.

Country
DEU
Affiliation
Fraunhofer FKIE
IEEE Region
Region 8 (Africa, Europe, Middle East)
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