Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration

Robust and centimeter-level Real-time Kinematic (RTK)-based Global Navigation Satellite System (GNSS) positioning is of paramount importance for emerging GNSS applications, such as drones and automobile systems. However, the performance of conventional single-rover RTK degrades greatly in urban envi...

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Main Authors: Peirong Fan, Wenyi Li, Xiaowei Cui, Mingquan Lu
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
RTK
Online Access:https://www.mdpi.com/1424-8220/19/16/3586
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spelling doaj-03ea5ad2c7614ad5b13eb69064e7dc5b2020-11-25T01:57:17ZengMDPI AGSensors1424-82202019-08-011916358610.3390/s19163586s19163586Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna ConfigurationPeirong Fan0Wenyi Li1Xiaowei Cui2Mingquan Lu3Department of Electronic Engineering, Tsinghua University, Beijing 100084, ChinaDepartment of Electronic Engineering, Tsinghua University, Beijing 100084, ChinaDepartment of Electronic Engineering, Tsinghua University, Beijing 100084, ChinaDepartment of Electronic Engineering, Tsinghua University, Beijing 100084, ChinaRobust and centimeter-level Real-time Kinematic (RTK)-based Global Navigation Satellite System (GNSS) positioning is of paramount importance for emerging GNSS applications, such as drones and automobile systems. However, the performance of conventional single-rover RTK degrades greatly in urban environments due to signal blockage and strong multipath. The increasing use of multiple-antenna/rover configurations for attitude determination in the above precise positioning applications, just as well, allows more information involved to improve RTK positioning performance in urban areas. This paper proposes a dual-antenna constraint RTK algorithm, which combines GNSS measurements of both antennas by making use of the geometric constraint between them. By doing this, the reception diversity between two antennas can be taken advantage of to improve the availability and geometric distribution of GNSS satellites, and what is more, the redundant measurements from a second antenna help to weaken the multipath effect on the first antenna. Particularly, an Ambiguity Dilution of Precision (ADOP)-based analysis is carried out to explore the intrinsic model strength for ambiguity resolution (AR) with different kinds of constraints. Based on the results, a Dual-Antenna with baseline VEctor Constraint algorithm (RTK) is developed. The primary advantages of the reported method include: (1) Improved availability and success rate of RTK, even if neither of the two single-antenna receivers can successfully solve the AR problem; and (2) reduced computational burden by adopting the concept of measurement projection. Simulated and real data experiments are performed to demonstrate robustness and precision of the algorithm in GNSS-challenged environments.https://www.mdpi.com/1424-8220/19/16/3586GNSSRTKcentimeter-level positioningdual-antenna receptionADOP
collection DOAJ
language English
format Article
sources DOAJ
author Peirong Fan
Wenyi Li
Xiaowei Cui
Mingquan Lu
spellingShingle Peirong Fan
Wenyi Li
Xiaowei Cui
Mingquan Lu
Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
Sensors
GNSS
RTK
centimeter-level positioning
dual-antenna reception
ADOP
author_facet Peirong Fan
Wenyi Li
Xiaowei Cui
Mingquan Lu
author_sort Peirong Fan
title Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
title_short Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
title_full Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
title_fullStr Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
title_full_unstemmed Precise and Robust RTK-GNSS Positioning in Urban Environments with Dual-Antenna Configuration
title_sort precise and robust rtk-gnss positioning in urban environments with dual-antenna configuration
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-08-01
description Robust and centimeter-level Real-time Kinematic (RTK)-based Global Navigation Satellite System (GNSS) positioning is of paramount importance for emerging GNSS applications, such as drones and automobile systems. However, the performance of conventional single-rover RTK degrades greatly in urban environments due to signal blockage and strong multipath. The increasing use of multiple-antenna/rover configurations for attitude determination in the above precise positioning applications, just as well, allows more information involved to improve RTK positioning performance in urban areas. This paper proposes a dual-antenna constraint RTK algorithm, which combines GNSS measurements of both antennas by making use of the geometric constraint between them. By doing this, the reception diversity between two antennas can be taken advantage of to improve the availability and geometric distribution of GNSS satellites, and what is more, the redundant measurements from a second antenna help to weaken the multipath effect on the first antenna. Particularly, an Ambiguity Dilution of Precision (ADOP)-based analysis is carried out to explore the intrinsic model strength for ambiguity resolution (AR) with different kinds of constraints. Based on the results, a Dual-Antenna with baseline VEctor Constraint algorithm (RTK) is developed. The primary advantages of the reported method include: (1) Improved availability and success rate of RTK, even if neither of the two single-antenna receivers can successfully solve the AR problem; and (2) reduced computational burden by adopting the concept of measurement projection. Simulated and real data experiments are performed to demonstrate robustness and precision of the algorithm in GNSS-challenged environments.
topic GNSS
RTK
centimeter-level positioning
dual-antenna reception
ADOP
url https://www.mdpi.com/1424-8220/19/16/3586
work_keys_str_mv AT peirongfan preciseandrobustrtkgnsspositioninginurbanenvironmentswithdualantennaconfiguration
AT wenyili preciseandrobustrtkgnsspositioninginurbanenvironmentswithdualantennaconfiguration
AT xiaoweicui preciseandrobustrtkgnsspositioninginurbanenvironmentswithdualantennaconfiguration
AT mingquanlu preciseandrobustrtkgnsspositioninginurbanenvironmentswithdualantennaconfiguration
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