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研究生: 廖信丞
Liao, Hsin-Cheng
論文名稱: 應用於低軌道衛星之基於卡爾曼濾波器向量追蹤GPS軟體定義接收機開發
Development of a Kalman Filter Based Vector Tracking GPS Software Receiver for LEO Satellite
指導教授: 詹劭勳
Jan, Shau-Shiun
學位類別: 碩士
Master
系所名稱: 工學院 - 航空太空工程學系
Department of Aeronautics & Astronautics
論文出版年: 2024
畢業學年度: 112
語文別: 英文
論文頁數: 74
中文關鍵詞: 向量追蹤迴路軟體接收機卡爾曼濾波器追蹤迴路低軌道衛星高動態
外文關鍵詞: Vector Tracking Loop, Software Receiver, Kalman Filter Tracking Loop, Low Earth Orbit Satellite, High Dynamics
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  • 摘要 I Abstract II 致謝 IV Table of contents V List of tables VII List of figures VIII List of Abbreviations X Chapter 1 Introduction 1 1.1 GNSS in Low Earth Orbit Scenario 1 1.2 GNSS Software-Defined Receivers 2 1.2.1 Scalar Tracking GPS Software Receiver 2 1.2.2 Vector Tracking GPS SDR 3 1.3 Motivations and Objectives 7 1.4 Literature Review 8 1.5 Thesis Organization 10 Chapter 2 Principles of proposed GPS SDR 11 2.1 Signal Acquisition 12 2.1.1 Parallel Code Phase Search 12 2.1.2 Fine Frequency Acquisition 14 2.2 Signal Tracking Loop 16 2.2.1 Correlators 17 2.2.2 Discriminators 18 2.2.3 Kalman Filter Based Tracking Loop Filter 20 2.3 Observables Generation 26 2.4 Navigation Filter 29 2.5 Vector Tracking Loop 32 2.6 Interim Summary 37 Chapter 3 Experimental results and analysis 38 3.1 Experimental Setup 39 3.2 High Dynamic LEO Scenario 44 3.3 Signal Blockage Scenario 48 3.4 Interim Summary 55 Chapter 4 Conclusion and Future Work 56 4.1 Conclusions 56 4.2 Future Works 58 References 60

    [1] C. Fernández-Prades, J. Arribas, M. Majoral, A. Ramos, J. Vilá-Valls, and P. Giordano, "A software-defined spaceborne GNSS receiver," in 2018 9th ESA Workshop on Satellite NavigationTechnologies and European Workshop on GNSS Signals and Signal Processing (NAVITEC), 2018: IEEE, pp. 1-9.
    [2] T. Pany et al., "GNSS Software-Defined Radio: History, Current Developments, and Standardization Efforts," NAVIGATION: Journal of the Institute of Navigation, vol. 71, no. 1, 2024.
    [3] D. M. Akos, A software radio approach to global navigation satellite system receiver design. Ohio University, 1997.
    [4] K. Borre, D. M. Akos, N. Bertelsen, P. Rinder, and S. H. Jensen, A software-defined GPS and Galileo receiver: a single-frequency approach. Springer Science & Business Media, 2007.
    [5] K. Borre, I. Fernández-Hernández, J. A. López-Salcedo, and M. Z. H. Bhuiyan, GNSS software receivers. Cambridge University Press, 2022.
    [6] R. Babu and J. Wang, "Ultra-tight GPS/INS/PL integration: a system concept and performance analysis," GPS solutions, vol. 13, pp. 75-82, 2009.
    [7] M. V. Lashley, S. Martin, and J. Sennott, "Vector processing," Position, Navigation, and Timing Technologies in the 21st Century: Integrated Satellite Navigation, Sensor Systems, and Civil Applications, vol. 1, pp. 377-418, 2020.
    [8] M. Lashley, D. M. Bevly, and J. Y. Hung, "Performance analysis of vector tracking algorithms for weak GPS signals in high dynamics," IEEE Journal of selected topics in signal processing, vol. 3, no. 4, pp. 661-673, 2009.
    [9] J. J. Spilker Jr, P. Axelrad, B. W. Parkinson, and P. Enge, Global positioning system: theory and applications, volume I. American Institute of Aeronautics and Astronautics, 1996.
    [10] S. Zhao and D. Akos, "An open source GPS/GNSS vector tracking loop-implementation, filter tuning, and results," in Proceedings of the 2011 International Technical Meeting of The Institute of Navigation, 2011, pp. 1293-1305.
    [11] B. Xu and L.-T. Hsu, "Open-source MATLAB code for GPS vector tracking on a software-defined receiver," GPS solutions, vol. 23, no. 2, p. 46, 2019.
    [12] M. Petovello and G. Lachapelle, "Comparison of vector-based software receiver implementations with application to ultra-tight GPS/INS integration," in Proceedings of the 19th international technical meeting of the satellite division of the institute of navigation (ION GNSS 2006), 2006, pp. 1790-1799.
    [13] J.-H. Won, B. Eissfeller, and T. Pany, "Implementation, test and validation of a vector-tracking-loop with the ipex software receiver," in Proceedings of the 24th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS 2011), 2011, pp. 795-802.
    [14] P. J. Teunissen and O. Montenbruck, Springer handbook of global navigation satellite systems. Springer, 2017.
    [15] J. H. WON, D. Dötterböck, and B. Eissfeller, "Performance comparison of different forms of Kalman filter approaches for a vector‐based GNSS signal tracking loop," Navigation, vol. 57, no. 3, pp. 185-199, 2010.
    [16] E. D. Kaplan and C. Hegarty, Understanding GPS/GNSS: principles and applications. Artech house, 2017.
    [17] D. P. Taylor, "Introduction to" Synchronous Communications"," Proceedings of the IEEE, vol. 90, no. 8, pp. 1459-1460, 2002.
    [18] B. W. Parkinson, "Global Positioning System: Theory and Applications II," Progress in Astronautics and aeronautics, vol. 164, pp. 3-50, 1996.
    [19] S. Bhaskar, J. T. Curran, and G. Lachapelle, "Improving GNSS carrier-phase tracking via oscillator g-sensitivity compensation," IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 4, pp. 2641-2654, 2015.
    [20] A. Van Dierendonck, "GPS receivers," Global positioning system: theory and applications, pp. 329-408, 1996.
    [21] J. Vila-Valls, P. Closas, M. Navarro, and C. Fernandez-Prades, "Are PLLs dead? A tutorial on Kalman filter-based techniques for digital carrier synchronization," IEEE Aerospace and Electronic Systems Magazine, vol. 32, no. 7, pp. 28-45, 2017.
    [22] Y. Luo, C. Yu, J. Li, and N. El-Sheimy, "Performance of GNSS Carrier-Tracking Loop Based on Kalman Filter in A Challenging Environment," The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 42, pp. 1687-1693, 2019.
    [23] C. O’Driscoll and G. Lachapelle, "Comparison of traditional and Kalman filter based tracking architectures," in Proceedings of European navigation conference, 2009, pp. 1-10.
    [24] X. Tang, G. Falco, E. Falletti, and L. Lo Presti, "Theoretical analysis and tuning criteria of the Kalman filter-based tracking loop," GPS Solutions, vol. 19, pp. 489-503, 2015.
    [25] R. G. Brown and P. Y. Hwang, "Introduction to random signals and applied Kalman filtering: with MATLAB exercises and solutions," Introduction to random signals and applied Kalman filtering: with MATLAB exercises and solutions, 1997.
    [26] M. Susi, M. Andreotti, M. Aquino, and A. Dodson, "Tuning a Kalman filter carrier tracking algorithm in the presence of ionospheric scintillation," GPS solutions, vol. 21, pp. 1149-1160, 2017.
    [27] M. Rao and G. Falco, "Code tracking and pseudoranges. GNSS Solutions–Inside GNSS: Engineering Solutions from the Global Navigation Satellite System Community, January/February 2012," ed.
    [28] R. Blay, B. Wang, and D. M. Akos, "Deriving accurate time from assisted GNSS using extended ambiguity resolution," NAVIGATION: Journal of the Institute of Navigation, vol. 68, no. 1, pp. 217-229, 2021.
    [29] P. W. Sarunic, "Development of GPS receiver Kalman Filter algorithms for stationary, low-dynamics, and high-dynamics applications," Defence Science and Technology Group Edinburgh Australia. Online: https://apps. dtic. mil/dtic/tr/fulltext/u2/1010622. pdf, 2016.
    [30] X. Mao, M. Wada, and H. Hashimoto, "Nonlinear filtering algorithms for GPS using pseudorange and Doppler shift measurements," in Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems, 2002: IEEE, pp. 914-919.
    [31] M. Lashley and D. M. Bevly, "Vector delay/frequency lock loop implementation and analysis," in Proceedings of the 2009 International Technical Meeting of The Institute of Navigation, 2009, pp. 1073-1086.
    [32] "Integration of vector tracking loop and multipath mitigation technique and its assessment," in Proceedings of the 26th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2013), 2013, pp. 3263-3278.
    [33] M. Gómez, A. Solera-Rico, E. Valero, J. A. Lázaro, and C. Fernández-Prades, "Enhancing GNSS receiver performance with software-defined vector carrier tracking for rocket launching," Results in Engineering, vol. 19, p. 101310, 2023.

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