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Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area

Тип публикацииJournal Article
Дата публикации2023-05-09
scimago Q2
wos Q1
white level БС1
SJR0.498
CiteScore4.6
Impact factor2.2
ISSN22277390
General Mathematics
Computer Science (miscellaneous)
Engineering (miscellaneous)
Краткое описание

User equipment (UE) location estimation in emerging 5G/B5G/6G Ultra-Dense Networks (UDNs) is a breakthrough technology in future wireless info-communication ecosystems. Apart from communication aspects, network infrastructure densification promises significant improvement in UE positioning accuracy. Unlike networks of previous generations, an increased number of gNodeBs (gNBs) per unit area and/or volume in UDNs allows to perform measurements for UE positioning only with those base stations whose topologies are most suitable from the geometric point of view. Quantitative measurements of gNB topology suitability include horizontal (HDOP), vertical (VDOP), and position (PDOP) dilution of the precision (DOP) criteria on the plane, in height, and in space, respectively. In the current work, we formalize a set of methods for gNB topology search using time of arrival (TOA), time difference of arrival (TDOA), angle of arrival (AOA), and combined TOA–AOA and TDOA-AOA measurements. The background of the topology search using DOP criteria is a significantly increased number of gNBs per unit volume in UDNs. Based on a simulation, we propose a novel approach for a topology search in a positioning service area, resulting in a PDOP less than one for the Gazprom Arena with only five gNBs. The contribution of the current research includes algorithm and software for an iterative search of all possible gNB and UE locations in space, minimizing UE geometric DOP. The practical application of the algorithm is the gNB topology substantiation for the given positioning scenarios in 5G/B5G/6G UDNs.

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Lecture Notes in Business Information Processing
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Springer Nature
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ГОСТ |
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Fokin G., Koucheryavy A. Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area // Mathematics. 2023. Vol. 11. No. 10. p. 2227.
ГОСТ со всеми авторами (до 50) Скопировать
Fokin G., Koucheryavy A. Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area // Mathematics. 2023. Vol. 11. No. 10. p. 2227.
RIS |
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TY - JOUR
DO - 10.3390/math11102227
UR - https://doi.org/10.3390/math11102227
TI - Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area
T2 - Mathematics
AU - Fokin, Grigoriy
AU - Koucheryavy, Andrey
PY - 2023
DA - 2023/05/09
PB - MDPI
SP - 2227
IS - 10
VL - 11
SN - 2227-7390
ER -
BibTex |
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@article{2023_Fokin,
author = {Grigoriy Fokin and Andrey Koucheryavy},
title = {Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area},
journal = {Mathematics},
year = {2023},
volume = {11},
publisher = {MDPI},
month = {may},
url = {https://doi.org/10.3390/math11102227},
number = {10},
pages = {2227},
doi = {10.3390/math11102227}
}
MLA
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Fokin, Grigoriy, and Andrey Koucheryavy. “Algorithm for Topology Search Using Dilution of Precision Criterion in Ultra-Dense Network Positioning Service Area.” Mathematics, vol. 11, no. 10, May. 2023, p. 2227. https://doi.org/10.3390/math11102227.
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