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Analytical Derivation of the False Alarm and Detection Probability for NLOS Detection

Gentner, Christian and Groh, Ingmar (2011) Analytical Derivation of the False Alarm and Detection Probability for NLOS Detection. In: 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring). VTC Spring 2011, 2011-05-15 - 2011-05-18, Budapest, Ungarn.

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Abstract

This paper presents a novel analytical derivation of the false alarm probability (FAP) and detection probability (DP) for non-line-of-sight (NLOS) detection of GNSS signals. The NLOS propagation in for example urban environments causes positioning errors in the order of hundreds of meters in navigation systems. Thus, detection and mitigation of NLOS signals is a critical task for high accuracy navigation receivers. In this paper, we derive the FAP and DP on power–scaled detectors based on the multipath signals. The derivation considers frequency–selective fading channels taking sub–chip multipath interference, channel dynamics and initial frequency offsets into account. The results show a simple way to calculate the DP versus FAP. Simulation results verify the analytical probabilities and show the trade–off between temporal non–coherent versus coherent averaging. Clearly, the optimum noise averaging depends on the length of the symbol sequence and channel dynamics. Additionally, the simulations show the improved DP of an antenna array at the receiver. Furthermore we see the influence of sub–chip interference in the simulation results.

Item URL in elib:https://elib.dlr.de/68881/
Document Type:Conference or Workshop Item (Speech)
Title:Analytical Derivation of the False Alarm and Detection Probability for NLOS Detection
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Gentner, ChristianUNSPECIFIEDhttps://orcid.org/0000-0003-4298-8195UNSPECIFIED
Groh, IngmarUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:May 2011
Journal or Publication Title:2011 IEEE 73rd Vehicular Technology Conference (VTC Spring)
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:Yes
Status:Published
Keywords:NLOS, GNSS, FAP, DP, False Alarm Probability, Detection Probability
Event Title:VTC Spring 2011
Event Location:Budapest, Ungarn
Event Type:international Conference
Event Start Date:15 May 2011
Event End Date:18 May 2011
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W KN - Kommunikation/Navigation
DLR - Research area:Space
DLR - Program:W KN - Kommunikation/Navigation
DLR - Research theme (Project):W - Vorhaben GNSS2/Neue Dienste und Produkte (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Gentner, Dr. Christian
Deposited On:06 Dec 2011 09:38
Last Modified:24 Apr 2024 19:34

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