Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations

A global navigation satellite systems (GNSS) real-time kinematic (RTK) using multiple base stations is referred as an antenna array-aided RTK. This positioning method more reliably resolves carrier phase integer ambiguities by processing additional measurements provided from multiple GNSS reference...

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Main Authors: Euiho Kim, Sae-Kyeol Kim
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9940290/
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author Euiho Kim
Sae-Kyeol Kim
author_facet Euiho Kim
Sae-Kyeol Kim
author_sort Euiho Kim
collection DOAJ
description A global navigation satellite systems (GNSS) real-time kinematic (RTK) using multiple base stations is referred as an antenna array-aided RTK. This positioning method more reliably resolves carrier phase integer ambiguities by processing additional measurements provided from multiple GNSS reference stations whose antenna locations are accurately surveyed. In this study, a conventional antenna array-aided RTK is extended to improve RTK performance with multiple moving base stations. Because accurately surveyed antenna coordinates are not available, we propose an antenna array-aided Kalman filter approach to first check the sanity of the fixed integer ambiguities and baselines estimated by moving reference stations and use them as a-priori information in RTK measurement formulations. Our flight test results with three unmanned aerial vehicles confirmed that the proposed Kalman filter formulation outperformed the conventional RTK and a priori antenna array-aided RTK approaches in the aspects of positioning accuracy, time to first fix, and success probability of integer ambiguity fixes.
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spelling doaj.art-9a63877c42504b439e0a0bed0b2155402022-12-22T04:13:54ZengIEEEIEEE Access2169-35362022-01-011011655411656310.1109/ACCESS.2022.32198239940290Antenna Array-Aided Real-Time Kinematic Using Moving Base StationsEuiho Kim0https://orcid.org/0000-0002-6501-9330Sae-Kyeol Kim1Department of Mechanical and System Design Engineering, Hongik University, Seoul, Republic of KoreaDepartment of Mechanical Engineering, Hongik University, Seoul, Republic of KoreaA global navigation satellite systems (GNSS) real-time kinematic (RTK) using multiple base stations is referred as an antenna array-aided RTK. This positioning method more reliably resolves carrier phase integer ambiguities by processing additional measurements provided from multiple GNSS reference stations whose antenna locations are accurately surveyed. In this study, a conventional antenna array-aided RTK is extended to improve RTK performance with multiple moving base stations. Because accurately surveyed antenna coordinates are not available, we propose an antenna array-aided Kalman filter approach to first check the sanity of the fixed integer ambiguities and baselines estimated by moving reference stations and use them as a-priori information in RTK measurement formulations. Our flight test results with three unmanned aerial vehicles confirmed that the proposed Kalman filter formulation outperformed the conventional RTK and a priori antenna array-aided RTK approaches in the aspects of positioning accuracy, time to first fix, and success probability of integer ambiguity fixes.https://ieeexplore.ieee.org/document/9940290/Global navigation satellite system (GNSS)real-time kinematic (RTK)relative positionmulti agent operation
spellingShingle Euiho Kim
Sae-Kyeol Kim
Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
IEEE Access
Global navigation satellite system (GNSS)
real-time kinematic (RTK)
relative position
multi agent operation
title Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
title_full Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
title_fullStr Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
title_full_unstemmed Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
title_short Antenna Array-Aided Real-Time Kinematic Using Moving Base Stations
title_sort antenna array aided real time kinematic using moving base stations
topic Global navigation satellite system (GNSS)
real-time kinematic (RTK)
relative position
multi agent operation
url https://ieeexplore.ieee.org/document/9940290/
work_keys_str_mv AT euihokim antennaarrayaidedrealtimekinematicusingmovingbasestations
AT saekyeolkim antennaarrayaidedrealtimekinematicusingmovingbasestations