Open Access
Open access
Mathematics, volume 11, issue 10, pages 2227

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

Publication typeJournal Article
Publication date2023-05-09
Journal: Mathematics
Quartile SCImago
Q2
Quartile WOS
Q1
Impact factor2.4
ISSN22277390
General Mathematics
Computer Science (miscellaneous)
Engineering (miscellaneous)
Abstract

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.

Metrics
Share
Cite this
GOST |
Cite this
GOST Copy
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.
GOST all authors (up to 50) Copy
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 |
Cite this
RIS Copy
TY - JOUR
DO - 10.3390/math11102227
UR - https://doi.org/10.3390%2Fmath11102227
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 00:00:00
PB - Multidisciplinary Digital Publishing Institute (MDPI)
SP - 2227
IS - 10
VL - 11
SN - 2227-7390
ER -
BibTex |
Cite this
BibTex Copy
@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 = {Multidisciplinary Digital Publishing Institute (MDPI)},
month = {may},
url = {https://doi.org/10.3390%2Fmath11102227},
number = {10},
pages = {2227},
doi = {10.3390/math11102227}
}
MLA
Cite this
MLA Copy
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%2Fmath11102227.
Found error?
Profiles