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Non-Gaussian Error Modeling for GBAS Integrity Assessment

Dautermann, Thomas and Mayer, Christoph and Antreich, Felix and Konovaltsev, Andriy and Belabbas, Boubeker and Ulrich, Kälberer (2012) Non-Gaussian Error Modeling for GBAS Integrity Assessment. IEEE Transactions on Aerospace and Electronic Systems, pp. 693-706. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TAES.2012.6129664 ISSN 0018-9251

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Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6129664


Four basic error sources exist for residual pseudorange error in a single frequency differential GPS system for ground based augmentation (GBAS): signal multipath, increased receiver noise C/N0 due to interference, residual differential troposphere error due to the applied troposphere model and the error induced by ionosphere gradients. Without using classical Gaussian overbounding, we combine their probability density functions to a joint pseudorange error distribution. This distribution is propagated through the GBAS Hatch filter and then mapped into the position domain using a worst case constellation observed at Braunschweig Airport, Germany. Our calculations using the unapproximated PDFs yield a significant reduction amounting to over 50% of the position domain error at the 2x10^7 integrity risk level when compared to the classical Gaussian overvounding approach.

Item URL in elib:https://elib.dlr.de/61377/
Document Type:Article
Title:Non-Gaussian Error Modeling for GBAS Integrity Assessment
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Dautermann, ThomasThomas.Dautermann (at) dlr.deUNSPECIFIED
Konovaltsev, AndriyDLRUNSPECIFIED
Belabbas, BoubekerDLRUNSPECIFIED
Ulrich, KälbererThales ATMUNSPECIFIED
Date:16 January 2012
Journal or Publication Title:IEEE Transactions on Aerospace and Electronic Systems
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:Yes
DOI :10.1109/TAES.2012.6129664
Page Range:pp. 693-706
Publisher:IEEE - Institute of Electrical and Electronics Engineers
Keywords:GBAS, Integrity, Error Propagation
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W - no assignment
DLR - Research area:Space
DLR - Program:W - no assignment
DLR - Research theme (Project):W - no assignment (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation
Institute of Communication and Navigation > Navigation
Deposited By: Dautermann, Dr. Thomas
Deposited On:17 Dec 2009 12:01
Last Modified:06 Sep 2019 15:20

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