Performance Analysis of Antenna Array-Aided RTK Positioning

Array-aided real-time kinematic (RTK) positioning leverages Global Navigation Satellite System measurements acquired from an antenna array with known geometry to improve positioning. This study investigates the impact of the antenna array by utilizing its known geometry to varying degrees. Initially, we establish the positioning error bounds for array-aided RTK by deriving the Cramér–Rao bound (CRB) and the constrained CRB. We then formulate the corresponding optimization problems and introduce estimation algorithms to validate these performance bounds and assess the effectiveness of array-assisted positioning across various scenarios. Our empirical findings underscore the significance of antenna arrays in enhancing RTK positioning and provide insights into strategies for utilizing and configuring the array's geometry.

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Publication Details

Journal
IEEE Transactions on Aerospace and Electronic Systems
Published
2024-09-16
DOI
https://doi.org/10.1109/taes.2024.3461681
Citations
1
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
0.21
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article

Performance Analysis of Antenna Array-Aided RTK Positioning

Tarig Ballal, Tareq Y. Al-Naffouri, Xing Liu
1 citations
IEEE Transactions on Aerospace and Electronic Systems
Indoor and Outdoor Localization Technologies
0.21
article

Performance Analysis of Antenna Array-Aided RTK Positioning

Tarig Ballal, Tareq Y. Al-Naffouri, Xing Liu
article en
1 citations

Abstract

Array-aided real-time kinematic (RTK) positioning leverages Global Navigation Satellite System measurements acquired from an antenna array with known geometry to improve positioning. This study investigates the impact of the antenna array by utilizing its known geometry to varying degrees. Initially, we establish the positioning error bounds for array-aided RTK by deriving the Cramér–Rao bound (CRB) and the constrained CRB. We then formulate the corresponding optimization problems and introduce estimation algorithms to validate these performance bounds and assess the effectiveness of array-assisted positioning across various scenarios. Our empirical findings underscore the significance of antenna arrays in enhancing RTK positioning and provide insights into strategies for utilizing and configuring the array's geometry.

IEEE Transactions on Aerospace and Electronic SystemsVol. 61(2)
King Abdullah University of Science and Technology (SA)
Affordable and clean energy
Openalex Percentile: Top 48%
Indoor and Outdoor Localization Technologies
0.21
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Performance Analysis of Antenna Array-Aided RTK Positioning — Tarig Ballal, Tareq Y. Al-Naffouri, et al. · IEEE Transactions on Aerospace and Electronic Systems (2024) | TGRS Research Map | TGRS