Al’manac of Modern Metrology, № 1 (45) 2026, pages 41–50

EDN: LQDJFE

Issues in global navigation satellite systems signal processing on small satellites for bistatic sensing of water surface

Author(s): Vyacheslav F. Fateev, Vladislav P. Lopatin, Alexander V. Ksendzuk

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Abstract

The paper considers the problem of selecting optimal global navigation satellite systems satellites for processing onboard small satellite for remote sensing of the sea surface. It is shown that the bistatic Doppler frequency coefficient is a parameter determining the quality of retrieving wind and current parameters. Three criteria for optimizing the geometric configuration are proposed, allowing to automate the selection of satellites. The methodology is illustrated with examples of selecting GPS, GLONASS and Galileo satellites in accordance with the recommendations of the official CYGNSS project. The algorithm requires minimal computational costs.

Keywords

bistatic radiolocation, global navigation satellite systems (GNSS), GNSS reflectometry


References

  1. Ruf Ch.S., Posselt D.J., Majumdar Sh. etc. CYGNSS Handbook: Cyclone Global Navigation Satellite System. University of Michigan CLASP Research Group. April 2016.
  2. Ruf Ch.S., Gleason S., Al-Khaldi M., McKague D. Level 1b DDM Calibration Algorithm Theoretical Basis Document. CYGNSS Project Document 148-0137, Rev 6. University of Michigan. December 2023.
  3. Ruf Ch.S., Posselt D., Al-Khaldi M. Algorithm Theoretical Basis Document. Level 2 Wind Speed Retrieval. CYGNSS Project Document 148-0138, Rev 6. University of Michigan. December 2023.
  4. Warnock A., Al-Khaldi M., Russel A., Ruf Ch. Algorithm Theoretical Basis Document. Level 3 Merged Gridded Wind Speed. CYGNSS Project Document 148-0319, Rev 1. University of Michigan. August 2018.
  5. CYGNSS End-to-End Simulator (E2ES) Technical Memo. CYGNSS Science Team. University of Michigan. 2015–2023.
  6. Ksendzuk A.V., Volosyuk V.K., Sologub N.S. Optimisation of the spatial attitude of the bistatic and multistatic synthetic aperture radar // Physics and Engineering of Microwaves, Millimeter, and Submillimeter Waves, 2004. MSMW 04. The Fifth International Kharkov Symposium. V. 1. 2004. P. 178–180. http://doi.org/10.1109/MSMW.2004. 1345812.

For citation

Ksendzuk A.V., Fateev V.F., Lopatin V.P. Issues in global navigation satellite systems signal processing on small satellites for bistatic sensing of water surface. Almanac of Modern Metrology. 2026; 45 (1): 41–50.


Financing

The research was completed with financial support from the Russian Science Foundation grant № 23-67-10007, https://rscf.ru/project/23-67-10007/.

Contribution of the authors

The authors have made equivalent contributions to the preparation of the article.

Conflict of interest

The authors declare that they have no potential conflict of interest in connection with the research presented in this article.


About the Authors

FSUE “VNIIFTRI”, Mendeleevo, Moscow region, Russia

Vyacheslav F. Fateev
generalfat@mail.ru
ORCID: 0000-0001-7902-0212
SPIN ID: 5385-8126

Vladislav P. Lopatin
lopatin@vniiftri.ru
ORCID: 0000-0001-7591-8877
SPIN ID: 2452-4255

Alexander V. Ksendzuk
ORCID: 0009-0001-7084-1433
SPIN ID: 2389-6036
Scopus ID: 56628472300


This work is licensed under a Creative Commons Attribution 4.0 License (CC BY 4.0)

©  Vyacheslav F. Fateev, Vladislav P. Lopatin, Alexander V. Ksendzuk, 2025

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