Time-Diverse Doppler-only LEO PNT: Initial Solution

This paper develops Doppler-based Geometric Dilution of Precision (D-GDOP) analysis for time-diverse Doppler-only positioning and presents an associated batch filter. The former Doppler-only positioning solution requires at least eight satellites to be view simultaneously and discards previous Doppler measurements. In cases where fewer than eight satellites are available, using Doppler measurements from multiple points in time allows a complete solution to be determined. In cases where eight or more are available, using additional time-samples can further reduce D-GDOP and improve positioning accuracy. This work presents an initial batch filter solution that assumes constant velocity and constant clock-offset rate. By considering an additional 10 seconds of previous measurements, position and clock-offset errors were cut in half. However, because these assumptions are unrealistic for significant time spans this work also presents and tests an initial time-varying Kalman filter model and defines a D-GDOP metric for it.

Authors

Publication Details

Journal
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Published
2024-10-09
DOI
https://doi.org/10.33012/2024.19699
Citations
2
Primary Topic
Geophysics and Sensor Technology
Type
article
Field-Weighted Citation Impact
0.67
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article

Time-Diverse Doppler-only LEO PNT: Initial Solution

Mark L. Psiaki, R. Michael Buehrer, Megan O. Moore
2 citations
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Geophysics and Sensor Technology
0.67
article

Time-Diverse Doppler-only LEO PNT: Initial Solution

Mark L. Psiaki, R. Michael Buehrer, Megan O. Moore
article en
2 citations

Abstract

This paper develops Doppler-based Geometric Dilution of Precision (D-GDOP) analysis for time-diverse Doppler-only positioning and presents an associated batch filter. The former Doppler-only positioning solution requires at least eight satellites to be view simultaneously and discards previous Doppler measurements. In cases where fewer than eight satellites are available, using Doppler measurements from multiple points in time allows a complete solution to be determined. In cases where eight or more are available, using additional time-samples can further reduce D-GDOP and improve positioning accuracy. This work presents an initial batch filter solution that assumes constant velocity and constant clock-offset rate. By considering an additional 10 seconds of previous measurements, position and clock-offset errors were cut in half. However, because these assumptions are unrealistic for significant time spans this work also presents and tests an initial time-varying Kalman filter model and defines a D-GDOP metric for it.

Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)
Openalex Percentile: Top 31%
Geophysics and Sensor Technology
0.67
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Time-Diverse Doppler-only LEO PNT: Initial Solution — Mark L. Psiaki, R. Michael Buehrer, et al. · Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM) (2024) | TGRS Research Map | TGRS