Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3603781.3603928acmotherconferencesArticle/Chapter ViewAbstractPublication PagescniotConference Proceedingsconference-collections
research-article

A Novel Carrier Tracking Loop Based on Three-Stage Bandwidth KF

Published: 27 July 2023 Publication History

Abstract

In response to the situation where the carrier tracking loop based on standard KF still cannot effectively suppress noise in steady-state, this paper proposes a novel carrier tracking loop based on three-stage bandwidth KF. The bandwidth of the loop is dynamically adjusted in three stages, ensuring that its loop filter can quickly lock in high dynamic signals with wide bandwidth in the early stage and further reduce the impact of noise with narrow bandwidth in the later stage. This has significant application value in deep space communication with high robustness requirements.

References

[1]
J. Vilà-Valls, M. Navarro, P. Closas and M. Bertinelli, "Synchronization challenges in deep space communications," in IEEE Aerospace and Electronic Systems Magazine, vol. 34, no. 1, pp. 16-27, Jan. 2019.
[2]
J. Vilà-Valls, P. Closas, M. Navarro and C. Fernandez-Prades, "Are PLLs dead? A tutorial on kalman filter-based techniques for digital carrier synchronization," in IEEE Aerospace and Electronic Systems Magazine, vol. 32, no. 7, pp. 28-45, July 2017.
[3]
E. D. Kaplan and C. J. Hegarty, Understanding GPS: Principles and Applications, 2nd ed., ser. Artech House mobile communications series. Artech House, 2006.
[4]
J. A. López-Salcedo, J. A. Del Peral-Rosado and G. Seco-Granados, "Survey on Robust Carrier Tracking Techniques," in IEEE Communications Surveys & Tutorials, vol. 16, no. 2, pp. 670-688, Second Quarter 2014.
[5]
R. Yang, K. -V. Ling, E. K. Poh and Y. Morton, "Generalized GNSS Signal Carrier Tracking: Part I—Modeling and Analysis," in IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 4, pp. 1781-1797, Aug. 2017.
[6]
J. Hamkins, and M. K. Simon, Autonomous software-defined radio receivers for deep space applications. John Wiley & Sons, 2006.
[7]
J. Vilà-Valls, P. Closas and C. Fernández-Prades, "On the identifiability of noise statistics and adaptive KF design for robust GNSS carrier tracking," 2015 IEEE Aerospace Conference, Big Sky, MT, USA, 2015, pp. 1-10
[8]
J. W. Betz and K. R. Kolodziejski, "Generalized Theory of Code Tracking with an Early-Late Discriminator Part I: Lower Bound and Coherent Processing," in IEEE Transactions on Aerospace and Electronic Systems, vol. 45, no. 4, pp. 1538-1556, Oct. 2009.
[9]
B. Anderson, and J. B. Moore, Optimal Filtering. Englewood Cliffs, NJ: Prentice-Hall, 1979.
[10]
J. H. Won and B. Eissfeller, "A Tuning Method Based on Signal-to-Noise Power Ratio for Adaptive PLL and its Relationship with Equivalent Noise Bandwidth," in IEEE Communications Letters, vol. 17, no. 2, pp. 393-396, February 2013.
[11]
I. Cortés, P. Marín, J. R. van der Merwe, E. Simona Lohan, J. Nurmi and W. Felber, "Adaptive Techniques in Scalar Tracking Loops with Direct-State Kalman-Filter," 2021 International Conference on Localization and GNSS (ICL-GNSS), Tampere, Finland, 2021, pp. 1-7.
[12]
D. J. Jwo, “Optimisation and sensitivity analysis of GPS receiver tracking loops in dynamic environments,” in IEEE Proc. - Radar, Sonar and Navigation, August 2001, pp. 241–250.

Index Terms

  1. A Novel Carrier Tracking Loop Based on Three-Stage Bandwidth KF

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    CNIOT '23: Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things
    May 2023
    1025 pages
    ISBN:9798400700705
    DOI:10.1145/3603781
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 27 July 2023

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. Carrier Phase Tracking
    2. Carrier Synchronization
    3. Deep Space Communication
    4. Kalman Filter
    5. Phase-Locked Loop

    Qualifiers

    • Research-article
    • Research
    • Refereed limited

    Conference

    CNIOT'23

    Acceptance Rates

    Overall Acceptance Rate 39 of 82 submissions, 48%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 13
      Total Downloads
    • Downloads (Last 12 months)11
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 03 Sep 2024

    Other Metrics

    Citations

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    HTML Format

    View this article in HTML Format.

    HTML Format

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media