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ZHENG Yuqing, AI Xiaofeng, WANG Manxi, XU Zhiming, XIAO Shunping. GNSS Forward Scatter Radar: A Review[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT231255
Citation: ZHENG Yuqing, AI Xiaofeng, WANG Manxi, XU Zhiming, XIAO Shunping. GNSS Forward Scatter Radar: A Review[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT231255

GNSS Forward Scatter Radar: A Review

doi: 10.11999/JEIT231255
Funds:  National Natural Science Foundation of China (62071475), National Natural Science Foundation of China major program topics (61890541, 61890542)
  • Received Date: 2023-11-14
  • Rev Recd Date: 2024-07-16
  • Available Online: 2024-07-24
  • Forward Scatter Radar (FSR) can obtain high level Radar Cross Section (RCS), so it plays an important role in anti-stealth. The Global Navigation Satellite System (GNSS) has the advantage of all-weather coverage throughout the day as a radiation source and the ground/sea/air target surveillance network can be built by deploying multiple receiving nodes. According to the development status of GNSS-based FSR, the key technologies and the existing problems in target detection, target parameter estimation, Shadow Inverse Synthetic Aperture Radar (SISAR) imaging, and target classification are summarized. What’s more, the development trend of GNSS-based FSR is prospected from the aspects of network detection, multi-target location, station optimization and polarization information acquisition.
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  • [1]
    艾小锋, 赵锋, 刘晓斌, 等. 双/多基地雷达目标探测与识别[M]. 北京: 电子工业出版社, 2020. (查阅网上资料, 请补充引用页码) .line-height-add:-0.2pt

    AI Xiaofeng, ZHAO Feng, LIU Xiaobin, et al. Dual/Multistatic Radar Target Detection and Recognition[M]. Beijing: Publishing House of Electronics Industry, 2020. (查阅网上资料, 未找到本条文献英文翻译, 请确认) .
    [2]
    李唐, 王峰, 杨新宇, 等. GNSS外辐射源空中目标探测研究现状及发展[J]. 无线电工程, 2023, 53(7): 1639–1651. doi: 10.3969/j.issn.1003-3106.2023.07.018.

    LI Tang, WANG Feng, YANG Xinyu, et al. Development and status of air target detection from GNSS-based passive radar[J]. Radio Engineering, 2023, 53(7): 1639–1651. doi: 10.3969/j.issn.1003-3106.2023.07.018.
    [3]
    胡程, 刘长江, 曾涛. 双基地前向散射雷达探测与成像[J]. 雷达学报, 2016, 5(3): 229–243. doi: 10.12000/JR16058.

    HU Cheng, LIU Changjiang, and ZENG Tao. Bistatic forward scattering radar detection and imaging[J]. Journal of Radars, 2016, 5(3): 229–243. doi: 10.12000/JR16058.
    [4]
    GARRISON J L, KOMJATHY A, ZAVOROTNY V U, et al. Wind speed measurement using forward scattered GPS signals[J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(1): 50–65. doi: 10.1109/36.981349.
    [5]
    VAN ROSSUM W L and DE WIT J J M. Forward scatter radar for remote intelligence of building interiors[J]. Electronics Letters, 2017, 53(15): 995–997. doi: 10.1049/el.2017.1514.
    [6]
    YANG Fan, HE Zhiming, FU Yuanhua, et al. Noncontact detection of respiration rate based on forward scatter radar[J]. Sensors, 2019, 19(21): 4778. doi: 10.3390/s19214778.
    [7]
    ABDUL AZIZ N H and HUSSAIN M F. Human detection with and without weapon using LTE-based passive Forward Scattering Radar System[J]. Journal of Physics: Conference Series, 2020, 1502: 012006. doi: 10.1088/1742-6596/1502/1/012006.
    [8]
    RAJA ABDULLAH R S A, ABDUL AZIZ N H, ABDUL RASHID N E, et al. Analysis on target detection and classification in LTE based passive forward scattering radar[J]. Sensors, 2016, 16(10): 1607. doi: 10.3390/s16101607.
    [9]
    ABDUL AZIZ N H, ABDUL HADI M F, ABD RAHMAN N H, et al. Detection and classification of target’s speed and size using LTE-based passive forward scattering radar[J]. Journal of Physics: Conference Series, 2022, 2250: 012008. doi: 10.1088/1742-6596/2250/1/012008.
    [10]
    MARTELLI T, COLONE F, and LOMBARDO P. First experimental results for a WiFi-based passive forward scatter radar[C]. 2016 IEEE Radar Conference (RadarConf), Philadelphia, USA, 2016: 1–6. doi: 10.1109/RADAR.2016.7485108.
    [11]
    COLONE F, MARTELLI T, and LOMBARDO P. Quasi-monostatic versus near forward scatter geometry in WiFi-based passive radar sensors[J]. IEEE Sensors Journal, 2017, 17(15): 4757–4772. doi: 10.1109/JSEN.2017.2713450.
    [12]
    RAJA ABDULLAH R S A, ALHAJI MUSA S, ABDUL RASHID N E, et al. Passive forward-scattering radar using digital video broadcasting satellite signal for drone detection[J]. Remote Sensing, 2020, 12(18): 3075. doi: 10.3390/rs12183075.
    [13]
    MUSA S A, RSA R A, SALI A, et al. DVBS based forward scattering radar for drone detection[C]. 2019 20th International Radar Symposium (IRS), Ulm, Germany, 2019: 1–8. doi: 10.23919/IRS.2019.8767456.
    [14]
    KABAKCHIEV H, BEHAR V, GARVANOV I, et al. FSR systems for detection of air objects using cosmic radio emissions[J]. Sensors, 2021, 21(2): 465. doi: 10.3390/s21020465.
    [15]
    PŁOTKA M, MALANOWSKI M, KULPA K, et al. Enhanced detection capabilities in forward scatter mode for DVB-T-based passive coherent location[C]. 2022 IEEE Radar Conference, New York, USA, 2022: 1–6. doi: 10.1109/RadarConf2248738.2022.9764245.
    [16]
    CONTU M, DE LUCA A, HRISTOV S, et al. Passive multifrequency forward-scatter radar measurements of airborne targets using broadcasting signals[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(3): 1067–1087. doi: 10.1109/TAES.2017.2649198.
    [17]
    SANTI F, PIERALICE F, and PASTINA D. Joint detection and localization of vessels at sea with a GNSS-based multistatic radar[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(8): 5894–5913. doi: 10.1109/TGRS.2019.2902938.
    [18]
    GLASER J I. Bistatic RCS of complex objects near forward scatter[J]. IEEE Transactions on Aerospace and Electronic Systems, 1985, AES-21(1): 70–78. doi: 10.1109/TAES.1985.310540.
    [19]
    KOCH V and WESTPHAL R. New approach to a multistatic passive radar sensor for air/space defense[J]. IEEE Aerospace and Electronic Systems Magazine, 1995, 10(11): 24–32. doi: 10.1109/62.473409.
    [20]
    SUBERVIOLA I, MAYORDOMO I, and MENDIZABAL J. Experimental results of air target detection with a GPS forward-scattering radar[J]. IEEE Geoscience and Remote Sensing Letters, 2012, 9(1): 47–51. doi: 10.1109/LGRS.2011.2159477.
    [21]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. The experimental study of possibility for radar target detection in FSR using L1-based non-cooperative transmitter[C]. 2013 14th International Radar Symposium (IRS), Dresden, Germany, 2013: 625–630.
    [22]
    GARVANOV I, KABAKCHIEV C, BEHAR V, et al. Air target detection with a GPS forward-scattering radar[C]. 2016 19th International Symposium on Electrical Apparatus and Technologies (SIELA), Bourgas, Bulgaria, 2016: 1–4. doi: 10.1109/SIELA.2016.7543000.
    [23]
    赵晓彤, 郭琨毅, 盛新庆, 等. 前向雷达目标回波成分与特性分析[J]. 系统工程与电子技术, 2016, 38(11): 2523–2529. doi: 10.3969/j.issn.1001-506X.2016.11.12.

    ZHAO Xiaotong, GUO Kunyi, SHENG Xinqing, et al. Characteristics analysis on forward scattering radar echoes[J]. Systems Engineering and Electronics, 2016, 38(11): 2523–2529. doi: 10.3969/j.issn.1001-506X.2016.11.12.
    [24]
    FALCONI M T, COMITE D, GALLI A, et al. Forward scatter radar for air surveillance: Characterizing the target-receiver transition from far-field to near-field regions[J]. Remote Sensing, 2017, 9(1): 50. doi: 10.3390/rs9010050.
    [25]
    FALCONI M T, LOMBARDO P, PASTINA D, et al. A closed-form model for long- and short-range forward scatter radar signals from rectangular conductive targets[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(2): 1370–1390. doi: 10.1109/TAES.2019.2933974.
    [26]
    GASHINOVA M, DANIEL L, SIZOV V, et al. Phenomenology of Doppler forward scatter radar for surface targets observation[J]. IET Radar, Sonar & Navigation, 2013, 7(4): 422–432. doi: 10.1049/iet-rsn.2012.0233.
    [27]
    DE LUCA A, DANIEL L, KABAKCHIEV K, et al. Maritime FSR with moving receiver for small target detection[C]. 2015 16th International Radar Symposium (IRS), Dresden, Germany, 2015: 834–839. doi: 10.1109/IRS.2015.7226340.
    [28]
    徐志明, 王国玉, 郑雨晴, 等. 前向散射雷达目标回波特性实验[J]. 太赫兹科学与电子信息学报, 2022, 20(3): 195–199. doi: 10.11805/TKYDA2021339.

    XU Zhiming, WANG Guoyu, ZHENG Yuqing, et al. Experimental study on target echo characteristics for forward scattering radar[J]. Journal of Terahertz Science and Electronic Information Technology, 2022, 20(3): 195–199. doi: 10.11805/TKYDA2021339.
    [29]
    鲁郁. 北斗/GPS双模软件接收机原理与实现技术[M]. 北京: 电子工业出版社, 2016. (查阅网上资料, 请补充引用页码) .

    LU Yu. Principle and Implementation Technology of Beidou/GPS Dual Mode Software Receiver[M]. Beijing: Publishing House of Electronics Industry, 2016. (查阅网上资料, 未找到本条文献英文翻译, 请确认) .
    [30]
    LIU Changjiang, HU Cheng, ZENG Tao, et al. Signal modeling and experimental verification in GNSS forward scatter radar[C]. 2016 17th International Radar Symposium (IRS), Krakow, Poland, 2016: 1–6. doi: 10.1109/IRS.2016.7497340.
    [31]
    HU Cheng, LIU Changjiang, WANG Rui, et al. Detection and SISAR imaging of aircrafts using GNSS forward scatter radar: Signal modeling and experimental validation[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(4): 2077–2093. doi: 10.1109/TAES.2017.2683578.
    [32]
    LIU Changjiang, HU Cheng, WANG Rui, et al. GNSS forward scatter radar detection: Signal processing and experiment[C]. 2017 18th International Radar Symposium (IRS), Prague, Czech Republic, 2017: 1–9. doi: 10.23919/IRS.2017.8008215.
    [33]
    郑雨晴, 艾小锋, 徐志明, 等. 基于GNSS的前向散射雷达网目标穿越特性研究[J/OL]. 系统工程与电子技术, 1–19. http://kns.cnki.net/kcms/detail/11.2422.TN.20221229.1736.009.html, 2022.

    ZHENG Yuqing, AI Xiaofeng, XU Zhiming, et al. Characteristics of target crossing the baseline in FSR net based on GNSS[J/OL]. Systems Engineering and Electronics, 1–19. http://kns.cnki.net/kcms/detail/11.2422.TN.20221229.1736.009.html, 2022.
    [34]
    ZHENG Yuqing, AI Xiaofeng, XU Zhiming, et al. Characteristics analysis on dynamic forward scattering echoes[C]. 2022 International Applied Computational Electromagnetics Society Symposium (ACES-China), Xuzhou, China, 2022: 1–3. doi: 10.1109/ACES-China56081.2022.10065134.
    [35]
    AI Xiaofeng, ZHENG Yuqing, XU Zhiming, et al. Characteristics of target crossing the baseline in FSR: Experiment results[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20: 3503105. doi: 10.1109/LGRS.2023.3264683.
    [36]
    HUANG Defeng. Doppler analysis of forward scattering radar with opportunistic signals from LEO satellites[J]. IEEE Access, 2022, 10: 109597–109608. doi: 10.1109/ACCESS.2022.3214844.
    [37]
    HUANG D D. Doppler analysis for flying object with microwave signal from low Earth orbit satellite[C]. 2022 International Symposium on Antennas and Propagation (ISAP), Sydney, Australia, 2022: 333–334. doi: 10.1109/ISAP53582.2022.9998729.
    [38]
    SHEN Xi and HUANG D D. Forward scatter shadow ratio for passive forward scatter radar[C]. 2022 International Symposium on Antennas and Propagation (ISAP), Sydney, Australia, 2022: 39–40. doi: 10.1109/ISAP53582.2022.9998598.
    [39]
    GASHINOVA M, SIZOV V, ZAKARIA N A, et al. Signal detection in multi-frequency forward scatter radar[C]. The 7th European Radar Conference, Paris, France, 2010: 276–279.
    [40]
    HU Cheng, SIZOV V, ANTONIOU M, et al. Optimal signal processing in ground-based forward scatter micro radars[J]. IEEE Transactions on Aerospace and Electronic Systems, 2012, 48(4): 3006–3026. doi: 10.1109/TAES.2012.6324674.
    [41]
    USTALLI N, LOMBARDO P, and PASTINA D. Detection performance of a forward scatter radar using a crystal video detector[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(3): 1093–1114. doi: 10.1109/TAES.2017.2774659.
    [42]
    USTALLI N, LOMBARDO P, and PASTINA D. Generalized likelihood ratio detection schemes for forward scatter radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(6): 2951–2970. doi: 10.1109/TAES.2018.2836518.
    [43]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Moving target FSR shadow detection using GPS signals[C]. Proceeding of the Third International Conference on Telecommunications and Remote Sensing, Luxembourg, 2014: 34–40. doi: 10.5220/0005420900340040.
    [44]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. The study of target shadows using passive FSR systems[C]. 2015 16th International Radar Symposium (IRS), Dresden, Germany, 2015: 628–633. doi: 10.1109/IRS.2015.7226288.
    [45]
    GAO Chaoqun, YANG Dongkai, QIU Xuejing, et al. Improved mean clustering algorithm of target detection with GNSS forward-scattering radar[C]. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, 2017: 2291–2293. doi: 10.1109/IGARSS.2017.8127447.
    [46]
    BEHAR V and KABAKCHIEV C. Detectability of air targets using bistatic radar based on GPS L5 signals[C]. 2011 12th International Radar Symposium (IRS), Leipzig, Germany, 2011: 212–217.
    [47]
    BEHAR V, KABAKCHIEV C, and ROHLING H. Air target detection using navigation receivers based on GPS L5 signals[C]. Proceedings of the 24th International Technical Meeting of the Satellite Division of the Institute of Navigation, Portland, USA, 2011: 333–337.
    [48]
    KABAKCHIEV H, GARVANOV I, BEHAR V, et al. Multi-channel target shadow detection in GPS FSR[J]. Cybernetics and Information Technologies, 2019, 19(1): 116–132. doi: 10.2478/CAIT-2019-0007.
    [49]
    LIU Mingqian, ZHANG Zhenju, CHEN Yunfei, et al. Forward scatter radar meets satellite: Passive sensing of aerial target using satellite communication waveforms[J]. Remote Sensing, 2022, 14(6): 1375. doi: 10.3390/rs14061375.
    [50]
    ZHENG Yuqing, AI Xiaofeng, YANG Yong, et al. Detection method of forward-scatter signal based on Rényi entropy[J]. Journal of Systems Engineering and Electronics, 2023. doi: 10.23919/JSEE.2023.000122. (查阅网上资料,未找到本条文献卷期页码信息,请确认并补充) .
    [51]
    BEHAR V, KABAKCHIEV C, and GARVANOV I. Marine target classification and parameter estimation using forward scattering radar[C]. 2012 13th International Radar Symposium, Warsaw, Poland, 2012: 539–542. doi: 10.1109/IRS.2012.6233381.
    [52]
    DE LUCA A, CONTU M, HRISTOV S, et al. FSR velocity estimation using spectrogram[C]. 2016 17th International Radar Symposium (IRS), Krakow, Poland, 2016: 1–5. doi: 10.1109/IRS.2016.7497338.
    [53]
    USTALLI N, DI LELLO F, PASTINA D, et al. Two-dimensional filter bank design for velocity estimation in forward scatter radar configuration[C]. 2017 18th International Radar Symposium (IRS), Prague, Czech Republic, 2017: 1–10. doi: 10.23919/IRS.2017.8008188.
    [54]
    USTALLI N, PASTINA D, and LOMBARDO P. Kinematic parameters extraction from a single node forward scatter radar configuration[C]. 2018 19th International Radar Symposium (IRS), Bonn, Germany, 2018: 1–10. doi: 10.23919/IRS.2018.8448024.
    [55]
    USTALLI N, PASTINA D, BONGIOANNI C, et al. Motion parameters estimation in dual-baseline Forward Scatter Radar configuration[C]. International Conference on Radar Systems (Radar 2017), Belfast, Republic of Ireland, 2017: 1–6. doi: 10.1049/cp.2017.0400.
    [56]
    USTALLI N, PASTINA D, and LOMBARDO P. Optimal receivers positioning for target motion parameters estimation in dual-baseline FSR systems: Preliminary results[C]. 2019 20th International Radar Symposium (IRS), Ulm, Germany, 2019: 1–9. doi: 10.23919/IRS.2019.8768160.
    [57]
    USTALLI N, PASTINA D, and LOMBARDO P. Target motion parameters estimation in forward scatter radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(1): 226–248. doi: 10.1109/TAES.2019.2913731.
    [58]
    周超. 前向散射雷达目标跟踪与SISAR成像技术研究[D]. [硕士论文], 苏州大学, 2013.

    ZHOU Chao. Research on forward scattering radar target tracking and SISAR imaging technology[D]. [Master dissertation], Soochow University, 2013. (查阅网上资料, 未找到本条文献英文翻译, 请确认) .
    [59]
    USTALLI N, LOMBARDO P, and PASTINA D. Target localization and velocity estimation in near forward scatter radar systems: Preliminary results[C]. 2019 International Radar Conference (RADAR), Toulon, France, 2019: 1–6. doi: 10.1109/RADAR41533.2019.171393.
    [60]
    USTALLI N, PASTINA D, and LOMBARDO P. Target kinematic parameters estimation in single input multi output Forward Scatter Radar configuration[C]. 2019 IEEE Radar Conference (RadarConf), Boston, USA, 2019: 1–6. doi: 10.1109/RADAR.2019.8835786.
    [61]
    HAMDOLLAHZADEH M, AMIRI R, and BEHNIA F. Moving target localization in bistatic forward scatter radars: Performance study and efficient estimators[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(2): 1582–1594. doi: 10.1109/TAES.2019.2934007.
    [62]
    ZHENG Yuqing, AI Xiaofeng, XU Zhiming, et al. Parameter estimation based on crossing time difference and Doppler rate in FSR network[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 4027105. doi: 10.1109/LGRS.2022.3209545.
    [63]
    PASTINA D, CONTU M, LOMBARDO P, et al. Target motion estimation via multi‐node forward scatter radar system[J]. IET Radar, Sonar & Navigation, 2016, 10(1): 3–14. doi: 10.1049/iet-rsn.2015.0130.
    [64]
    郑雨晴, 艾小锋, 徐志明, 等. 基于穿越时刻的前向散射雷达网目标参数估计[J]. 系统工程与电子技术, 2023, 45(5): 1323–1332. doi: 10.12305/j.issn.1001-506X.2023.05.08.

    ZHENG Yuqing, AI Xiaofeng, XU Zhiming, et al. Target parameters estimation of FSR net based on crossing times[J]. Systems Engineering and Electronics, 2023, 45(5): 1323–1332. doi: 10.12305/j.issn.1001-506X.2023.05.08.
    [65]
    AI Xiaofeng, ZHENG Yuqing, XU Zhiming, et al. Parameter estimation for uniformly accelerating moving target in the forward scatter radar network[J]. Remote Sensing, 2022, 14(4): 1006. doi: 10.3390/rs14041006.
    [66]
    HU Cheng, WANG Li, and LIU Changjiang. SISAR imaging method based on GNSS signal: Theory and experimental results[C]. 2016 CIE International Conference on Radar (RADAR), Guangzhou, China, 2016: 1–5. doi: 10.1109/RADAR.2016.8059223.
    [67]
    马恒, 许江宁, 朱涛. 基于天基发射源的SISAR全息信号表示及其成像方法[J]. 系统工程与电子技术, 2010, 32(4): 694–698.

    MA Heng, XU Jiangning, and ZHU Tao. Radio holographic signal expression and shadow imaging method of space-based SISAR[J]. Systems Engineering and Electronics, 2010, 32(4): 694–698.
    [68]
    CHAPURSKIY V V and SABLIN V N. SISAR: Shadow inverse synthetic aperture radiolocation[C]. Record of the IEEE 2000 International Radar Conference, Alexandria, USA, 2000: 322–328. doi: 10.1109/RADAR.2000.851854.
    [69]
    HRISTOV S, DANIEL L, HOARE E, et al. Target shadow profile reconstruction in ground-based forward scatter radar[C]. 2015 IEEE Radar Conference (RadarCon), Arlington, USA, 2015: 846–851. doi: 10.1109/RADAR.2015.7131113.
    [70]
    张涛, 张群, 罗斌凤, 等. 基于时频分析的双基地前向散射雷达侧影成像[J]. 电子学报, 2001, 29(6): 726–729. doi: 10.3321/j.issn:0372-2112.2001.06.002.

    ZHANG Tao, ZHANG Qun, LUO Binfeng, et al. Shadow imaging for bistatic radar based on forward scattering by joint time frequency analysis[J]. Acta Electronica Sinica, 2001, 29(6): 726–729. doi: 10.3321/j.issn:0372-2112.2001.06.002.
    [71]
    张涛, 罗永健, 张群, 等. SISAR侧影像的校正及特征提取[J]. 电子与信息学报, 2002, 24(11): 1634–1640.

    ZHANG Tao, LUO Yongjian, ZHANG Qun, et al. Calibration and extraction of features for SISAR shadow image[J]. Journal of Electronics & Information Technology, 2002, 24(11): 1634–1640.
    [72]
    曹运合, 张涛, 罗斌凤, 等. 前向散射雷达目标成像实验研究[J]. 现代雷达, 2009, 31(1): 18–20,23. doi: 10.3969/j.issn.1004-7859.2009.01.005.

    CAO Yunhe, ZHANG Tao, LUO Binfeng, et al. Experimental imaging results for forward scattering hedge radar[J]. Modern Radar, 2009, 31(1): 18–20,23. doi: 10.3969/j.issn.1004-7859.2009.01.005.
    [73]
    ZENG Tao, LI X, HU Cheng, et al. Investigation on accurate signal modelling and imaging of the moving target in ground-based forward scatter radar[J]. IET Radar, Sonar & Navigation, 2011, 5(8): 862–870. doi: 10.1049/iet-rsn.2010.0276.
    [74]
    HU Cheng, ZHOU Chao, ZENG Tao, et al. Radio holography signal reconstruction and shadow inverse synthetic aperture radar imaging in ground‐based forward scatter radar: Theory and experimental results[J]. IET Radar, Sonar & Navigation, 2014, 8(8): 907–916. doi: 10.1049/iet-rsn.2013.0267.
    [75]
    SHEN Xi and HUANG Defeng. Forward scatter shadow ratio: Concept and its application in shadow profile retrieval[J]. IEEE Access, 2023, 11: 77147–77162. doi: 10.1109/ACCESS.2023.3298107.
    [76]
    刘长江. 前向散射雷达空中运动目标参数估计与SISAR成像研究[D]. [博士论文], 北京理工大学, 2017. doi: 10.26948/d.cnki.gbjlu.2017.000887.

    LIU Changjiang. Research on forward scatter radar air moving target parameter estimation and SISAR imaging[D]. [Ph. D. dissertation], Beijing Institute of Technology, 2017. doi: 10.26948/d.cnki.gbjlu.2017.000887.
    [77]
    HU Cheng, LIU Changjiang, WANG Rui, et al. Improved reconstruction of radio holographic signal for forward scatter radar imaging[J]. Sensors, 2016, 16(5): 651. doi: 10.3390/s16050651.
    [78]
    THEODOROU I, ILIOUDIS C, CLEMENTE C, et al. SISAR imaging for space debris based on nanosatellites[J]. IET Radar, Sonar & Navigation, 2020, 14(8): 1192–1201. doi: 10.1049/iet-rsn.2019.0574.
    [79]
    KABAKCHIEV C, BEHAR V, GARVANOV I, et al. Detection, parametric imaging and classification of very small marine targets emerged in heavy sea clutter utilizing GPS-based forward scattering radar[C]. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, 2014: 793–797. doi: 10.1109/ICASSP.2014.6853705.
    [80]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Aircraft detection at short distances by GPS FSR system[C]. 8th International Conference on Sensor Device Technologies and Applications, Rome, Italy, 2017: 63–67.
    [81]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Comparative analysis of two GPS forward scattering systems for cars parameter estimation[C]. 2018 19th International Radar Symposium (IRS), Bonn, Germany, 2018: 1–7. doi: 10.23919/IRS.2018.8448059.
    [82]
    CHERNIAKOV M, ABDULLAH R S A R, JANČOVIČ P, et al. Automatic ground target classification using forward scattering radar[J]. IEE Proceedings-Radar, Sonar and Navigation, 2006, 153(5): 427–437. doi: 10.1049/ip-rsn:20050028.
    [83]
    ABD RASHID N E B. Automatic vehicle classification in a low frequency forward scatter micro-radar[D]. [Ph. D. dissertation], University of Birmingham, 2011.
    [84]
    RAJA ABDULLAH R S A, ABDUL AZIZ N H, ABDUL RASHID N E, et al. Analysis on target detection and classification in LTE based passive forward scattering radar[J]. Sensors, 2016, 16(10): 1607. doi: 10.3390/s16101607. (查阅网上资料,本条文献与第8条文献重复,请确认) .
    [85]
    AZIZ N H A, PHALIP L N, and RAHMAN N H A. Human detection and classification using passive forward scattering radar system at different places[C]. 6th International Conference on Computational Science and Technology, Kota Kinabalu, Malaysia, 2020: 95–104. doi: 10.1007/978-981-15-0058-9_10.
    [86]
    ABDUL AZIZ N H, MOHD FODZI M H, MOHD SHARIFF K K, et al. Analysis on drone detection and classification in LTE-based passive forward scattering radar system[J]. International Journal of Integrated Engineering, 2023, 15(3): 112–123. doi: 10.30880/ijie.2023.15.03.011.
    [87]
    ALNAEB A, ABDULLAH R S A R, SALAH A A, et al. Detection and classification real-time of fall events from the daily activities of human using forward scattering radar[C]. 2019 20th International Radar Symposium (IRS), Ulm, Germany, 2019: 1–10. doi: 10.23919/IRS.2019.8768130.
    [88]
    KANONA M E A, ALIAS M Y, HASSAN M K, et al. A machine learning based vehicle classification in forward scattering radar[J]. IEEE Access, 2022, 10: 64688–64700. doi: 10.1109/ACCESS.2022.3183127.
    [89]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Study of moving target shadows using passive Forward Scatter radar systems[C]. 2014 15th International Radar Symposium (IRS), Gdansk, Poland, 2014: 1–4. doi: 10.1109/IRS.2014.6869277.
    [90]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. The experimental study of moving targets radio shadows using GPS signals[C]. The Sixth International Conference on Sensor Device Technologies and Applications (SENSORDEVICES), Venice, Italy, 2015: 138–141.
    [91]
    GARVANOV I, KABAKCHIEV C, BEHAR V, et al. Target detection using a GPS forward-scattering radar[C]. 2015 International Conference on Engineering and Telecommunication (EnT), Moscow, Russia, 2015: 29–33. doi: 10.1109/EnT.2015.20.
    [92]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Detection and classification of objects from their radio shadows of GPS signals[C]. 2015 16th International Radar Symposium (IRS), Dresden, Germany, 2015: 906–911. doi: 10.1109/IRS.2015.7226336.
    [93]
    KABAKCHIEV C, GARVANOV I, BEHAR V, et al. Experimental parameter estimation of vehicles GPS shadows by forward scattering systems[C]. 2017 18th International Radar Symposium (IRS), Prague, Czech Republic, 2017: 1–7. doi: 10.23919/IRS.2017.8008216.
    [94]
    KABAKCHIEV C, KABAKCHIEVA D, GARVANOV I, et al. Data mining classification of cars based on GPS shadows in forward scatter radar systems[C]. 2017 18th International Radar Symposium (IRS), Prague, Czech Republic, 2017: 1–9. doi: 10.23919/IRS.2017.8008217.
    [95]
    祝兴晟. 基于北斗导航卫星的前向散射波飞行器探测方法研究[D]. [硕士论文], 哈尔滨工业大学, 2019. doi: 10.27061/d.cnki.ghgdu.2019.000571.

    ZHU Xingsheng. A research on target aircraft detection methods based on forward scattering wave of Beidou navigation satellite[D]. [Master dissertation], Harbin Institute of Technology, 2019. doi: 10.27061/d.cnki.ghgdu.2019.000571.
    [96]
    胡程, 龙腾, 曾涛, 等. 前向散射雷达地表杂波物理建模及频谱扩展分析[J]. 中国科学: 信息科学, 2010, 40(12): 1646–1659. doi: 10.1360/zf2010-40-12-1646.

    LONG Teng, HU Cheng, ZENG Tao, et al. Physical modeling and spectrum spread analysis of surface clutter in forward scattering radar[J]. Science China Information Sciences, 2010, 53(11): 2310–2322. doi: 10.1007/s11432-010-4085-7.
    [97]
    李文海, 董锡超, 胡程. 前向散射雷达海面目标探测信号建模与分析[J]. 信号处理, 2019, 35(6): 994–1001. doi: 10.16798/j.issn.1003-0530.2019.06.009.

    LI Wenhai, DONG Xichao, and HU Cheng. Signal modeling and analysis of forward scatter radar in sea surface target detection[J]. Journal of Signal Processing, 2019, 35(6): 994–1001. doi: 10.16798/j.issn.1003-0530.2019.06.009.
    [98]
    ISMAIL N N, RASHID N E A, KHAN Z I, et al. Empirical model for Terengganu forward scatter radar seaside clutter with UHF band[J]. Journal of Fundamental and Applied Sciences, 2017, 9(3S): 189–198. doi: 10.4314/jfas.v9i3s.16.
    [99]
    胡程, 孙鹭怡, 曾涛, 等. 一种精确的前向散射雷达三维目标跟踪方法[J]. 北京理工大学学报, 2012, 32(9): 942–948. doi: 10.3969/j.issn.1001-0645.2012.09.013.

    HU Cheng, SUN Luyi, ZENG Tao, et al. Accurate three-dimensional target tracking in forward scattering radar[J]. Transactions of Beijing Institute of Technology, 2012, 32(9): 942–948. doi: 10.3969/j.issn.1001-0645.2012.09.013.
    [100]
    胡明皓, 李飞, 程力睿. 双基地雷达反隐身矩形组网部署探讨[J]. 舰船电子对抗, 2014, 37(2): 39–42. doi: 10.3969/j.issn.1673-9167.2014.02.010.

    HU Minghao, LI Fei, and CHENG Lirui. Discussion of rectangle netting disposition for bistatic radar anti-stealth[J]. Shipboard Electronic Countermeasure, 2014, 37(2): 39–42. doi: 10.3969/j.issn.1673-9167.2014.02.010.
    [101]
    李海鹏, 冯大政, 王晓辉, 等. 双基地雷达栅栏覆盖的二维布站优化方法[J]. 电子与信息学报, 2023, 45(4): 1275–1284. doi: 10.11999/JEIT220215.

    LI Haipeng, FENG Dazheng, WANG Xiaohui, et al. Two-dimensional deployment optimization method for the barrier coverage of bistatic radars[J]. Journal of Electronics & Information Technology, 2023, 45(4): 1275–1284. doi: 10.11999/JEIT220215.
    [102]
    ZENG Dazhi, LI Xiaoliang, HU Cheng, et al. Effect of the polarization on SISAR imaging and feature recognition in forward scattering radar[C]. 2010 IEEE International Geoscience and Remote Sensing Symposium, Honolulu, USA, 2010: 1613–1616. doi: 10.1109/IGARSS.2010.5652498.
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