Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • Ankit Jain
  • Steffen Schön

Research Organisations

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Details

Original languageEnglish
Title of host publication2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages208-218
Number of pages11
ISBN (electronic)9781728102443
Publication statusPublished - Apr 2020
Event2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020 - Portland, United States
Duration: 20 Apr 202023 Apr 2020

Publication series

Name IEEE Symposium on Position Location and Navigation (PLANS)
ISSN (electronic)2153-3598

Abstract

In civil aviation, navigation performance has to be maintained up to a high standard for its uninterrupted operations. Global navigation satellite systems (GNSS) coupled with other navigational aid system provide the required performance levels for flight operations. In GNSS based position estimates, the vertical component is less accurate than the horizontal component; it is specifically due to the necessity of estimating a receiver clock bias. In all phases of flight navigation, the accuracy of height component is extremely important. With the concept of receiver clock modeling (RCM), sometimes also referred as clock coasting, the accuracy of the vertical component can be improved by a large extent. In this paper, we present experimental results of GNSS code-based flight navigation with and without RCM. GNSS observations are captured during a flight for about three hours with multiple geodetic grade GNSS receivers and an inertial measurement unit (IMU). Some of the receivers are connected with external atomic clocks to analyze the feasibility and validity of RCM in flight navigation; also to study the impact of flight dynamics on the external clocks and GNSS observations. Data captured are processed post-flight; position and clock errors are estimated with multi-GNSS code and Doppler observations using a Kalman filter (KF) approach. The estimated position and clock errors are computed twice, once by applying the concept of RCM and once without applying it. Finally, the estimated positions are compared with the reference trajectory and the topocentric coordinate differences are evaluated. Experimental results demonstrate that the precision in the height component is improved by about 65% using GPS and Galileo P-code observations with RCM applied compared to a positioning solution without applying RCM. Overall, there is no significant difference in the horizontal components for the solution computed with and without RCM. The effects of flight dynamics on external atomic clocks and GNSS observations are also discussed briefly. There exists a high correlation (about 90%) between flight acceleration and the frequency offset of an external atomic ovenized quartz oscillator during a highly dynamic maneuver phase.

Keywords

    chip scale atomic clocks, clock coasting, flight dynamics, GNSS, Kalman filter (KF), receiver clock modeling (RCM)

ASJC Scopus subject areas

Cite this

Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results. / Jain, Ankit; Schön, Steffen.
2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 208-218 9109925 ( IEEE Symposium on Position Location and Navigation (PLANS) ).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Jain, A & Schön, S 2020, Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results. in 2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020., 9109925, IEEE Symposium on Position Location and Navigation (PLANS) , Institute of Electrical and Electronics Engineers Inc., pp. 208-218, 2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020, Portland, United States, 20 Apr 2020. https://doi.org/10.1109/PLANS46316.2020.9109925
Jain, A., & Schön, S. (2020). Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results. In 2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020 (pp. 208-218). Article 9109925 ( IEEE Symposium on Position Location and Navigation (PLANS) ). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PLANS46316.2020.9109925
Jain A, Schön S. Influence of Receiver Clock Modeling in GNSS-based Flight Navigation: Concepts and Experimental Results. In 2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 208-218. 9109925. ( IEEE Symposium on Position Location and Navigation (PLANS) ). doi: 10.1109/PLANS46316.2020.9109925
Jain, Ankit ; Schön, Steffen. / Influence of Receiver Clock Modeling in GNSS-based Flight Navigation : Concepts and Experimental Results. 2020 IEEE/ION Position, Location and Navigation Symposium, PLANS 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 208-218 ( IEEE Symposium on Position Location and Navigation (PLANS) ).
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abstract = "In civil aviation, navigation performance has to be maintained up to a high standard for its uninterrupted operations. Global navigation satellite systems (GNSS) coupled with other navigational aid system provide the required performance levels for flight operations. In GNSS based position estimates, the vertical component is less accurate than the horizontal component; it is specifically due to the necessity of estimating a receiver clock bias. In all phases of flight navigation, the accuracy of height component is extremely important. With the concept of receiver clock modeling (RCM), sometimes also referred as clock coasting, the accuracy of the vertical component can be improved by a large extent. In this paper, we present experimental results of GNSS code-based flight navigation with and without RCM. GNSS observations are captured during a flight for about three hours with multiple geodetic grade GNSS receivers and an inertial measurement unit (IMU). Some of the receivers are connected with external atomic clocks to analyze the feasibility and validity of RCM in flight navigation; also to study the impact of flight dynamics on the external clocks and GNSS observations. Data captured are processed post-flight; position and clock errors are estimated with multi-GNSS code and Doppler observations using a Kalman filter (KF) approach. The estimated position and clock errors are computed twice, once by applying the concept of RCM and once without applying it. Finally, the estimated positions are compared with the reference trajectory and the topocentric coordinate differences are evaluated. Experimental results demonstrate that the precision in the height component is improved by about 65% using GPS and Galileo P-code observations with RCM applied compared to a positioning solution without applying RCM. Overall, there is no significant difference in the horizontal components for the solution computed with and without RCM. The effects of flight dynamics on external atomic clocks and GNSS observations are also discussed briefly. There exists a high correlation (about 90%) between flight acceleration and the frequency offset of an external atomic ovenized quartz oscillator during a highly dynamic maneuver phase.",
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N1 - Funding Information: ACKNOWLEDGMENT The authors would like to thank Dr. Jens Kremer and Andreas Dach from IGI mbH for conducting the flight experiment with us and providing the reference trajectory solution. The authors also thank Dr. Thomas Krawinkel from our group for his time and valuable insights with regards to the planning and analyzing of the flight experiment. This work has received funding from the Federal Ministry of Economics and Technology of Germany, following a resolution of the German Bundestag (project number: 50NA1321).

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