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저궤도 위성 항법 시스템에서의 왕복시간 및 도플러 천이 기반 위치 측위 기법 설계

RTT-Enabled Doppler Positioning in LEO-PNT Systems

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초록

In this paper, we propose a round trip time (RTT)-enabled Doppler-based positioning method considering the low earth orbit (LEO) satellite visibility restriction. Doppler-based positioning typically requires visibility to at least eight satellites, which is often unfeasible due to the limited coverage of LEO satellites, as beamforming technique is applied to current LEO satellites. To solve this problem, we utilize the RTT measurements, assuming that a communication link exists between the user equipment (UE) and LEO satellites. We employ the Newton-Raphson method to estimate the UE position with RTT and Doppler measurements. We analyze the positioning performance of the considered framework via simulation, demonstrating its performance in 3D positioning errors under varying satellite numbers and measurement errors.

Abstract

In this paper, we propose a round trip time (RTT)-enabled Doppler-based positioning method considering the low earth orbit (LEO) satellite visibility restriction. Doppler-based positioning typically requires visibility to at least eight satellites, which is often unfeasible due to the limited coverage of LEO satellites, as beamforming technique is applied to current LEO satellites. To solve this problem, we utilize the RTT measurements, assuming that a communication link exists between the user equipment (UE) and LEO satellites. We employ the Newton-Raphson method to estimate the UE position with RTT and Doppler measurements. We analyze the positioning performance of the considered framework via simulation, demonstrating its performance in 3D positioning errors under varying satellite numbers and measurement errors.

참고문헌 (20)

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  2. Du, Y., "LEO satellites", INS integrated positioning framework considering orbit errors based on FKF, 2024, pp.73, 5501714~
  3. Dureppagari, H. K., "NTN-based 6G localization : Vision, role of LEOs, and open problems", IEEE Wireless Communications Magazine, 30, pp.44~51 (2023)[DOI]
  4. Ferre, R. M., "Is LEO-based positioning with mega-constellations the answer for future equal access localization?", IEEE Communications Magazine, 60, pp.40~46 (2022)[DOI]
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  6. Hashim, I. S. M., "Satellite localization of IoT devices using signal strength and Doppler measurements", IEEE Wireless Communications Letters, 11, pp.1910~1914 (2022)[DOI]
  7. Humphreys, T. E., "Signal structure of the Starlink Kuband downlink", IEEE Transactions on Aerospace and Electronic Systems, 59, pp.6016~6030 (2023)[DOI]
  8. Kassas, Z. M., "Ad astra: Simultaneous tracking and navigation with megaconstellation LEO satellites", IEEE Aerospace and Electronic Systems Magazine (Early Access), pp.1~19 (2024)[DOI]
  9. Khalife, J. J., "Receiver design for Doppler positioning with LEO satellites", ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.5506~5510 (2019)
  10. Khalife, J., "Blind Doppler tracking from OFDM signals transmitted by broadband LEO satellites", 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pp.1~5 (2021)
  11. Khalife, J., "The first carrier phase tracking and positioning results with Starlink LEO satellite signals", IEEE Transactions on Aerospace and Electronic Systems, 58, pp.1487~1491 (2022)[DOI]
  12. McLemore, B., "Navigation using Doppler shift from LEO constellations and INS data", IEEE Transactions on Aerospace and Electronic Systems, 58, pp.4295~4314 (2022)[DOI]
  13. Nawaz, S. J., "Round Trip Time(RTT)and Doppler Measurements for IoRT Localization by a Single-Satellite", IEEE Communications Letters, 28, pp.528~532 (2023)[DOI]
  14. Prol, F. S., "Position, navigation, and timing(PNT)through low earth orbit(LEO)satellites : A survey on current status, challenges, and opportunities", IEEE Access, 10, pp.83971~84002 (2022)[DOI]
  15. Prol, F. S., "Simulations of Dedicated LEO-PNT Systems for Precise Point Positioning: Methodology, Parameter Analysis, and Accuracy Evaluation", IEEE Transactions on Aerospace and Electronic Systems (Early Access) (2024)[DOI]
  16. Psiaki, M. L, "Navigation using carrier Doppler shift from a LEO constellation : TRANSIT on steroids", Navigation, 68, pp.621~641 (2021)[DOI]
  17. Shi, C., "Revisiting Doppler positioning performance with LEO satellites", GPS Solutions, 27, pp.126~ (2023)[DOI]
  18. Stock, W., "Survey on Opportunistic PNT With Signals from LEO Communication Satellites", IEEE Communications Surveys & Tutorials (2024)[DOI]
  19. Wang, D., "Doppler Positioning of LEO Satellites Based on Orbit Error Compensation and Weighting", IEEE Transactions on Instrumentation and Measurement, 72, pp.5502911~ (2023)[DOI]
  20. Ypma, T. J., "Historical development of the Newton–Raphson method", SIAM review, 37, pp.531~551 (1995)

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