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研究生: 黃毓
Huang, Yu
論文名稱: 全球導航衛星系統即時陣列天線相位校正及波束合成演算法之研究
Research on Real-Time Array Antenna Phase Calibration and Beamforming Algorithm for Global Navigation Satellite Systems
指導教授: 莊智清
Juang, Jyh-Ching
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 電機工程學系
Department of Electrical Engineering
論文出版年: 2025
畢業學年度: 113
語文別: 英文
論文頁數: 89
中文關鍵詞: 衛星導航系統天線校正陣列天線波束合成
外文關鍵詞: GNSS, Antenna Calibration, Antenna Array, Beamforming
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  • 摘要III Abstract IV Acknowledgment VI Content VII List of Tables IX List of Figures XI Chapter 1 Introduction 1 1.1 Motivation and Objectives 1 1.2 Literatures Review 1 1.3 Contribution 4 1.4 Thesis Organization 4 Chapter 2 Background 6 2.1 GPS Introduction 6 2.1.1 GPS L1 C/A Signal 7 2.1.2 GPS Signal Acquisition 10 2.2 Antenna Array 11 2.2.1 Antenna Array Calibration 14 2.3 Beamforming Algorithm 16 2.3.1 LCMV Algorithm 17 2.3.2 LMS Algorithm 20 Chapter 3 System Overview and Method 24 3.1 Overview 24 3.1.1 Algorithm Architecture 24 3.1.2 Processing Flow 25 3.2 Phase Calibration 27 3.2.1 Spatial Phase 27 3.2.2 Phase Compensation 30 3.3 MVDR Beamforming 31 3.3.1 MVDR with Directional Search 33 Chapter 4 Experiments and Analysis 35 4.1 Hardware Platform 35 4.2 Simulation 38 4.2.1 Simulation Setup 39 4.2.2 Simulation Results 40 4.3 Experimental Scenarios 1 51 4.3.1 Results and Analysis of Scenarios 1 55 4.4 Experiments Scenarios 2 64 4.4.1 Results and Analysis of Scenario 2 68 Chapter 5 Conclusion and Future Work 74 5.1 Conclusion 74 5.2 Future Work 75 References 76

    [1] T. Sherson, W. B. Kleijn, and R. Heusdens, "A distributed algorithm for robust LCMV beamforming," in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, doi: 10.1109/ICASSP.2016.7471645.
    [2] J. Wang and M. G. Amin, "GPS Interference Cancellation Performance in Single and Multiple MVDR Beamforming Methods," in 2006 Fortieth Asilomar Conference on Signals, Systems and Computers, 2006, doi: 10.1109/ACSSC.2006.355180.
    [3] X. Z. Dai, J. W. Nie, F. Q. Chen, and G. Ou, "Distortionless space-time adaptive processor based on MVDR beamformer for GNSS receiver," IET Radar Sonar Navig, vol. 11, no. 10, pp. 1488-1494, 2017, doi: 10.1049/iet-rsn.2017.0168.
    [4] Y. Huang, M. Zhou, and S. A. Vorobyov, "New Designs on MVDR Robust Adaptive Beamforming Based on Optimal Steering Vector Estimation," IEEE Transactions on Signal Processing, vol. 67, no. 14, pp. 3624-3638, 2019, doi: 10.1109/tsp.2019.2918997.
    [5] E. Eleftheriou and D. Falconer, "Tracking properties and steady-state performance of RLS adaptive filter algorithms," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 34, no. 5, pp. 1097-1110, 1986, doi: 10.1109/tassp.1986.1164950.
    [6] J. A. Srar, C. Kah-Seng, and A. Mansour, "Adaptive Array Beamforming Using a Combined LMS-LMS Algorithm," IEEE Transactions on Antennas and Propagation, vol. 58, no. 11, pp. 3545-3557, 2010, doi: 10.1109/tap.2010.2071361.
    [7] S. E. El-Khamy, H. F. El-Sayed, and A. S. Eltrass, "A New Adaptive Beamforming of Multiband Fractal Antenna Array in Strong-Jamming Environment," Wireless Pers Commun, vol. 126, no. 1, pp. 285-304, 2022, doi: 10.1007/s11277-022-09745-4.
    [8] H. Xu, X. Cui, J. Shen, and M. Lu, "A Two-Step Beam-Forming Method Based on Carrier Phases for GNSS Adaptive Array Anti-Jamming," in Proceedings of the 2016 International Technical Meeting of The Institute of Navigation, 2016, doi: 10.33012/2016.13488.
    [9] X. Chen, T. Shu, K.-B. Yu, J. He, and W. Yu, "Joint Adaptive Beamforming Techniques for Distributed Array Radars in Multiple Mainlobe and Sidelobe Jammings," IEEE Antennas and Wireless Propagation Letters, vol. 19, no. 2, pp. 248-252, 2020, doi: 10.1109/lawp.2019.2958687.
    [10] G. X. Gao, M. Sgammini, M. Lu, and N. Kubo, "Protecting GNSS Receivers From Jamming and Interference," Proceedings of the IEEE, vol. 104, no. 6, pp. 1327-1338, 2016, doi: 10.1109/jproc.2016.2525938.
    [11] H. Xu, X. Cui, and M. Lu, "An SDR-Based Real-Time Testbed for GNSS Adaptive Array Anti-Jamming Algorithms Accelerated by GPU," Sensors, vol. 16, no. 3, 2016, doi: 10.3390/s16030356.
    [12] L. Fertig, "Analytical expressions for space-time adaptive processing (STAP) performance," IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 1, pp. 42-53, 2015, doi: 10.1109/taes.2014.130676.
    [13] E. Perez-Marcos, S. Caizzone, M. Cuntz, A. Konovaltsev, and M. Meurer, "Interference Mitigation And Miniaturized Antenna Array Spatial Pattern Compensation With STAP," in 2020 European Navigation Conference (ENC), 2020, doi: 10.23919/ENC48637.2020.9317501.
    [14] J. R. van der Merwe, A. Rugamer, and W. Felber, "Blind Spoofing GNSS Constellation Detection Using a Multi-Antenna Snapshot Receiver," Sensors (Basel), vol. 19, no. 24, 2019, doi: 10.3390/s19245439.
    [15] M. L. Psiaki and T. E. Humphreys, "GNSS Spoofing and Detection," Proceedings of the IEEE, vol. 104, no. 6, pp. 1258-1270, 2016, doi: 10.1109/jproc.2016.2526658.
    [16] Y. Zhao, F. Shen, G. Xu, and G. Wang, "A Spatial-Temporal Approach Based on Antenna Array for GNSS Anti-Spoofing," Sensors (Basel), vol. 21, no. 3, 2021, doi: 10.3390/s21030929.
    [17] J. Zhang, X. Cui, H. Xu, and M. Lu, "A Two-Stage Interference Suppression Scheme Based on Antenna Array for GNSS Jamming and Spoofing," Sensors (Basel), vol. 19, no. 18, 2019, doi: 10.3390/s19183870.
    [18] E. Pérez-Marcos, M. Cuntz, A. Konovaltsev, L. Kurz, S. Caizzone, and M. Meurer, "CRPA and Array Receivers for Civil GNSS Applications," in 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS), 2023, doi: 10.1109/PLANS53410.10140081.
    [19] D. F. Kelley and W. L. Stutzman, "Array antenna pattern modeling methods that include mutual coupling effects," IEEE Transactions on Antennas and Propagation, vol. 41, no. 12, pp. 1625-1632, 1993, doi: 10.1109/8.273305.
    [20] J. Pierre and M. Kaveh, "Experimental performance of calibration and direction-finding algorithms," in [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 1991, doi: 10.1109/ICASSP.1991.150676.
    [21] B. Friedlander and A. J. Weiss, "Direction finding in the presence of mutual coupling," IEEE Transactions on Antennas and Propagation, vol. 39, no. 3, pp. 273-284, 1991, doi: 10.1109/8.76322.
    [22] C. Yang and A. Soloviev, "In-Situ Calibration of GPS Antenna Array with Ambient Signals," in Proceedings of the 2023 International Technical Meeting of The Institute of Navigation, 2023, doi: 10.33012/2023.18650.
    [23] Y. Xiao, Y. Fan, and Y. J. Cheng, "Phased Array Antenna With Self-Calibration Network and Improved Scanning Performance," IEEE Antennas and Wireless Propagation Letters, vol. 22, no. 6, pp. 1226-1230, 2023, doi: 10.1109/lawp.2023.3237211.
    [24] E. D. Kaplan,and C. J. Hegarty, Understanding GPS: Principles and Applications, 2nd ed. Boston, MA: Artech House, 2006.
    [25] M. Leavitt, "A Phase Adaptation Algorithm," IEEE Transactions on Antennas and Propagation, vol. 24, no. 5, pp. 754-756, 1976, doi: 10.1109/tap.1976.1141404.
    [26] V. Djigan and V. Kurganov, "Antenna Array Calibration Algorithm Based on Phase Perturbation," in 2019 IEEE East-West Design & Test Symposium (EWDTS), 2019, doi: 10.1109/EWDTS.2019.8884394.
    [27] A. Bertrand and M. Moonen, "Distributed LCMV Beamforming in a Wireless Sensor Network With Single-Channel Per-Node Signal Transmission," IEEE Transactions on Signal Processing, vol. 61, no. 13, pp. 3447-3459, 2013, doi: 10.1109/tsp.2013.2259486.
    [28] F. Enam, M. A. Islam, M. A. Rabbani and S. Sarker, "Performance Evaluation of Orthogonal Frequency Division Multiplexing (OFDM) based Wireless Communication System with implementation of Least Mean Square Equalization technique," International Journal of Computer Science and Information Security, vol. 10, no. 11, 2012, doi: 10.48550/X.1212.5182.
    [29] Analog Devices Inc., "EVAL-AD-FMCOMMS5-EBZ: Evaluation board, " Analog Devices. [Online]. Available: https://www.analog.com/en/resources/evaluation-hardware-and-software/evaluation-boards-kits/eval-ad-fmcomms5-ebz.html
    [30] Xilinx Inc., ZC706 Evaluation Board for the Zynq-7000 XC7Z045 All Programmable SoC User Guide (UG954), v1.6, Xilinx Inc., San Jose, CA, USA, 2019. [Online]. Available: https://www.mouser.com/pdfDocs/ug954-zc706-eval-board-xc7z045-ap-soc.pdf

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