NTN-based 6G Localization: Vision, Role of LEOs, and Open Problems

05/20/2023
by   Harish K. Dureppagari, et al.
0

Since the introduction of 5G Release 18, non-terrestrial networks (NTNs) based positioning has garnered significant interest due to its numerous applications, including emergency services, lawful intercept, and charging and tariff services. This release considers single low-earth-orbit (LEO) positioning explicitly for location verification purposes, which requires a fairly coarse location estimate. To understand the future trajectory of NTN-based localization in 6G, we first provide a comprehensive overview of the evolution of 3rd Generation Partnership Project (3GPP) localization techniques, with specific emphasis on the current activities in 5G related to NTN location verification. In order to provide support for more accurate positioning in 6G using LEOs, we identify two NTN positioning systems that are likely study items for 6G: (i) multi-LEO positioning, and (ii) augmenting single-LEO based location verification setup with Global Navigation Satellite System (GNSS), especially when an insufficient number of GNSS satellites (such as 2) are visible. We evaluate the accuracy of both systems through a 3GPP-compliant simulation study using a Cramér-Rao lower bound (CRLB) analysis. Our findings suggest that NTN technology has significant potential to provide accurate positioning of UEs in scenarios where GNSS signals may be weak or unavailable, but there are technical challenges in accommodating these solutions in 3GPP. We conclude with a discussion on the research landscape and key open problems related to NTN-based positioning.

READ FULL TEXT

page 1

page 2

research
11/17/2021

Technology Report:Multi-Mobile Robot Localization and Navigation based on Visible Light Positioning

We demonstrated multi-mobile robot navigation based on Visible Light Pos...
research
03/27/2018

Location data quality in context: directions and challenges

In the last decade, following the emergence of the mobile applications d...
research
02/15/2023

Bidirectional UWB Localization: A Review on an Elastic Positioning Scheme for GNSS-deprived Zones

A bidirectional Ultra-Wideband (UWB) localization scheme is one of the t...
research
11/15/2022

Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems

Localization services for wireless devices play an increasingly importan...
research
04/15/2020

Performance Analysis for Autonomous Vehicle 5G-Assisted Positioning in GNSS-Challenged Environments

Standalone Global Navigation Satellite Systems (GNSS) are known to provi...
research
11/05/2022

Modern Location-based Service Technologies: Visible Light Positioning

With the development of wireless communications and the increasing compu...
research
08/06/2022

Improving Aircraft Localization: Experiences and Lessons Learned from an Open Competition

Knowledge about the exact positioning of aircraft is crucial in many set...

Please sign up or login with your details

Forgot password? Click here to reset