Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

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OriginalspracheEnglisch
Titel des SammelwerksProceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024)
Seiten2495-2508
Seitenumfang14
PublikationsstatusVeröffentlicht - 27 Sept. 2024
Veranstaltung37nd International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2024 - Baltimore, USA / Vereinigte Staaten
Dauer: 16 Sept. 202420 Sept. 2024

Abstract

The standardization of fifth-generation (5G) New Radio (NR) cellular networks offers possibilities to provide low latency and high data rate communication in higher frequency bands. The increasing communication demand, both in public and private spaces, makes the deployment of denser networks especially interesting for urban areas. As a by-product, the emerging signal source can be used for positioning without the need for dedicated positioning infrastructures. Global navigation satellite systems (GNSS) are the workhorse for absolute outdoor localization, with few meters uncertainties; or even centimeter level in
urban areas when complemented by dedicated base stations, such as Real Time Kinematic (RTK) positioning and additional information. However, GNSS signals suffer from the harsh reception conditions in urban areas. NLOS (Non-line of Sight) and multipath signals caused by surrounding buildings, trees, or other interfering factors lead to ranging errors. The presence of a signal transmission infrastructure in an environment that is susceptible to GNSS positioning errors is an incentive to analyze these signals to enhance GNSS localization.
This paper evaluates the ranging capabilities of current state-of-the-art 5G NR signals in dense urban environments. Publicly available signal synchronization blocks (SSBs) are analyzed in simulations to evaluate the augmentation capabilities of urban GNSS positioning by additional NR range measurements. The analysis on the SSB Cramér-Rao lower bound (CRLB) shows, that the addition of SSB ranges can improve GNSS-Single Point Positioning (GNSS-SPP) in severe GNSS conditions. Consequently, real SSBs broadcasted by commercial cellular networks in the vicinity of Leibniz University, Hannover are captured and processed to evaluate the ranging quality of the SSBs in dense urban environment.

Schlagwörter

    5G NR, Signals of Opportunity, GNSS, Cellular networks, Positionierung, Navigation

Zitieren

Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP. / Baasch, Kai-Niklas; Schön, Steffen.
Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024). 2024. S. 2495-2508.

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Baasch, K-N & Schön, S 2024, Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP. in Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024). S. 2495-2508, 37nd International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2024, Baltimore, Maryland, USA / Vereinigte Staaten, 16 Sept. 2024. https://doi.org/10.33012/2024.19682
Baasch, K.-N., & Schön, S. (2024). Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP. In Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024) (S. 2495-2508) https://doi.org/10.33012/2024.19682
Baasch KN, Schön S. Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP. in Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024). 2024. S. 2495-2508 doi: 10.33012/2024.19682
Baasch, Kai-Niklas ; Schön, Steffen. / Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP. Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024). 2024. S. 2495-2508
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abstract = "The standardization of fifth-generation (5G) New Radio (NR) cellular networks offers possibilities to provide low latency and high data rate communication in higher frequency bands. The increasing communication demand, both in public and private spaces, makes the deployment of denser networks especially interesting for urban areas. As a by-product, the emerging signal source can be used for positioning without the need for dedicated positioning infrastructures. Global navigation satellite systems (GNSS) are the workhorse for absolute outdoor localization, with few meters uncertainties; or even centimeter level inurban areas when complemented by dedicated base stations, such as Real Time Kinematic (RTK) positioning and additional information. However, GNSS signals suffer from the harsh reception conditions in urban areas. NLOS (Non-line of Sight) and multipath signals caused by surrounding buildings, trees, or other interfering factors lead to ranging errors. The presence of a signal transmission infrastructure in an environment that is susceptible to GNSS positioning errors is an incentive to analyze these signals to enhance GNSS localization.This paper evaluates the ranging capabilities of current state-of-the-art 5G NR signals in dense urban environments. Publicly available signal synchronization blocks (SSBs) are analyzed in simulations to evaluate the augmentation capabilities of urban GNSS positioning by additional NR range measurements. The analysis on the SSB Cram{\'e}r-Rao lower bound (CRLB) shows, that the addition of SSB ranges can improve GNSS-Single Point Positioning (GNSS-SPP) in severe GNSS conditions. Consequently, real SSBs broadcasted by commercial cellular networks in the vicinity of Leibniz University, Hannover are captured and processed to evaluate the ranging quality of the SSBs in dense urban environment.",
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T1 - Analyzing 5G NR Ranging capabilities for Aiding Multi-GNSS SPP

AU - Baasch, Kai-Niklas

AU - Schön, Steffen

PY - 2024/9/27

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N2 - The standardization of fifth-generation (5G) New Radio (NR) cellular networks offers possibilities to provide low latency and high data rate communication in higher frequency bands. The increasing communication demand, both in public and private spaces, makes the deployment of denser networks especially interesting for urban areas. As a by-product, the emerging signal source can be used for positioning without the need for dedicated positioning infrastructures. Global navigation satellite systems (GNSS) are the workhorse for absolute outdoor localization, with few meters uncertainties; or even centimeter level inurban areas when complemented by dedicated base stations, such as Real Time Kinematic (RTK) positioning and additional information. However, GNSS signals suffer from the harsh reception conditions in urban areas. NLOS (Non-line of Sight) and multipath signals caused by surrounding buildings, trees, or other interfering factors lead to ranging errors. The presence of a signal transmission infrastructure in an environment that is susceptible to GNSS positioning errors is an incentive to analyze these signals to enhance GNSS localization.This paper evaluates the ranging capabilities of current state-of-the-art 5G NR signals in dense urban environments. Publicly available signal synchronization blocks (SSBs) are analyzed in simulations to evaluate the augmentation capabilities of urban GNSS positioning by additional NR range measurements. The analysis on the SSB Cramér-Rao lower bound (CRLB) shows, that the addition of SSB ranges can improve GNSS-Single Point Positioning (GNSS-SPP) in severe GNSS conditions. Consequently, real SSBs broadcasted by commercial cellular networks in the vicinity of Leibniz University, Hannover are captured and processed to evaluate the ranging quality of the SSBs in dense urban environment.

AB - The standardization of fifth-generation (5G) New Radio (NR) cellular networks offers possibilities to provide low latency and high data rate communication in higher frequency bands. The increasing communication demand, both in public and private spaces, makes the deployment of denser networks especially interesting for urban areas. As a by-product, the emerging signal source can be used for positioning without the need for dedicated positioning infrastructures. Global navigation satellite systems (GNSS) are the workhorse for absolute outdoor localization, with few meters uncertainties; or even centimeter level inurban areas when complemented by dedicated base stations, such as Real Time Kinematic (RTK) positioning and additional information. However, GNSS signals suffer from the harsh reception conditions in urban areas. NLOS (Non-line of Sight) and multipath signals caused by surrounding buildings, trees, or other interfering factors lead to ranging errors. The presence of a signal transmission infrastructure in an environment that is susceptible to GNSS positioning errors is an incentive to analyze these signals to enhance GNSS localization.This paper evaluates the ranging capabilities of current state-of-the-art 5G NR signals in dense urban environments. Publicly available signal synchronization blocks (SSBs) are analyzed in simulations to evaluate the augmentation capabilities of urban GNSS positioning by additional NR range measurements. The analysis on the SSB Cramér-Rao lower bound (CRLB) shows, that the addition of SSB ranges can improve GNSS-Single Point Positioning (GNSS-SPP) in severe GNSS conditions. Consequently, real SSBs broadcasted by commercial cellular networks in the vicinity of Leibniz University, Hannover are captured and processed to evaluate the ranging quality of the SSBs in dense urban environment.

KW - 5G NR

KW - Signals of Opportunity

KW - GNSS

KW - Cellular networks

KW - Positionierung

KW - Navigation

KW - 5G NR

KW - Signals of Opportunity

KW - GNSS

KW - Cellular networks

KW - Positioning

KW - Navigation

U2 - 10.33012/2024.19682

DO - 10.33012/2024.19682

M3 - Conference contribution

SP - 2495

EP - 2508

BT - Proceedings of the 37th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2024)

T2 - 37nd International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2024

Y2 - 16 September 2024 through 20 September 2024

ER -

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