Impact of GNSS Accuracy on V2X Applications

Over the last decade there has been significant advancements in Vehicle to Everything (V2X). Accurate positioning of a vehicle is identified as one of the key requirements for V2X applications. Global Navigation Satellite System (GNSS), a widely used positioning technique, provides location information whose accuracy varies depending on chipset, environment, etc. Positional accuracy requirement also varies across V2X applications. However, the effect of GNSS values on V2X applications remains less explored. In this paper, we perform a detailed experimental analysis through simulations and real-world field tests to evaluate GNSS accuracy and its impact on V2X applications under various road environments, weather conditions, and different chipsets. Our results show that GNSS accuracy impacts the alerts generated by V2X applications, where lane-level applications require stricter accuracies while region-level applications can tolerate some GNSS errors. This research will assist OEMs and vendors in choosing V2X applications considering the hardware, technology, and cost.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/icvtts62812.2024.10763918
Citations
1
Primary Topic
Inertial Sensor and Navigation
Type
article
Field-Weighted Citation Impact
1.30
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Impact of GNSS Accuracy on V2X Applications

Rishu Jain, B. Ravi Kumar, Seema Kumar, Rakesh Ramesh et al.
1 citations
Inertial Sensor and Navigation
1.30
article

Impact of GNSS Accuracy on V2X Applications

Rishu Jain, B. Ravi Kumar, Seema Kumar, Rakesh Ramesh, Abhishek Manjanagowda
article en
1 citations

Abstract

Over the last decade there has been significant advancements in Vehicle to Everything (V2X). Accurate positioning of a vehicle is identified as one of the key requirements for V2X applications. Global Navigation Satellite System (GNSS), a widely used positioning technique, provides location information whose accuracy varies depending on chipset, environment, etc. Positional accuracy requirement also varies across V2X applications. However, the effect of GNSS values on V2X applications remains less explored. In this paper, we perform a detailed experimental analysis through simulations and real-world field tests to evaluate GNSS accuracy and its impact on V2X applications under various road environments, weather conditions, and different chipsets. Our results show that GNSS accuracy impacts the alerts generated by V2X applications, where lane-level applications require stricter accuracies while region-level applications can tolerate some GNSS errors. This research will assist OEMs and vendors in choosing V2X applications considering the hardware, technology, and cost.

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Inertial Sensor and Navigation
1.30
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Impact of GNSS Accuracy on V2X Applications — Rishu Jain, B. Ravi Kumar, et al. · (2024) | TGRS Research Map | TGRS