DocumentCode
151603
Title
Some notes on Gaussian tracking of objects exhibiting correlated motion
Author
Franken, Dietrich
Author_Institution
Sensor Tracking, Airbus Defence & Space, Ulm, Germany
fYear
2014
fDate
8-10 Oct. 2014
Firstpage
1
Lastpage
6
Abstract
In this paper, we discuss an approach to model object groups moving in a coordinated fashion within a Gaussian framework. For tracking the group members, we will derive an appropriate estimator based on the chosen model and detail some aspects to be considered when using the estimator in operational software. Possible limitations of the model as well as inherent differences to other existing approaches will also be discussed.
Keywords
Gaussian processes; object tracking; Gaussian framework; Gaussian objects tracking; correlated motion; operational software; Correlation; Estimation error; Joints; Kernel; Mathematical model; Noise; Stochastic processes; Gaussian tracking; coordinated motion; object groups;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2014
Conference_Location
Bonn
Type
conf
DOI
10.1109/SDF.2014.6954709
Filename
6954709
Link To Document