GNSS World of China
Citation: | LU Jianjun, PENG Xinzhi, FENG Fan, HUANG Chuhan, YUAN Xuelin, ZHU Xiangwei. Anti-spoofing technology based on array antenna signal processing[J]. GNSS World of China, 2024, 49(4): 75-85. doi: 10.12265/j.gnss.2024019 |
[1] |
明锋, 曾安敏. 弹性PNT最新进展及相关问题研究[J]. 导航定位学报, 2022, 10(4): 1-10.
|
[2] |
OPSGROUP. FAA warning issued, further serious navigation failures reported[EB/OL]. (2023-09-28)[2024-01-10]. https://ops.group/blog/faa-warning-navigation-failures
|
[3] |
ORIANA P, MAGGIE M. Israel’s using widespread GPS tampering to deter Hezbollah’s missiles[EB/OL]. (2023-10-23)[2024-01-10]. https://www.politico.com/news/2023/10/23/israels-gps-tampering-deter-hezbollahs-missiles-00123026
|
[4] |
CHEN Z K, LI J, WENG Q Z, et al. An BDS spoofing interference detection and identification method using the radio determination satellite service[C]//Joint Confer-ence of the European Frequency and Time Forum and IEEE International Frequency Control Symposium (EFTF/IFCS). IEEE, 2023: 1-5. DOI: 10.1109/EFTF/IFCS57587.2023.10272130
|
[5] |
KHANAFSEH S, ROSHAN N, LANGEL S, et al. GPS spoofing detection using RAIM with INS coupling[C]// IEEE/ION Position, Location and Navigation Sympos-ium-PLANS, 2014: 1232-1239. DOI: 10.1109/PLANS.2014.6851498
|
[6] |
SWASZEK P F, HARTNETT R J, SEALS K C. GNSS spoof detection using independent range information[C]// International Technical Meeting of the Institute of Navigation, 2016: 739-747. DOI: 10.33012/2016.13457
|
[7] |
WU Q A, CUI X, LU M Q, et al. A GNSS anti-spoofing technique based on the spatial distribution characteristic of the residual vectors[J]. Tsinghua science and technol-ogy, 2023, 29(2): 457-468. DOI: 10.26599/tst.2023.9010017
|
[8] |
WANG Z X, ZHANG X M, ZHOU Z H, et al. GNSS spoofer localization for vehicles based on doppler and clock drift double difference[J]. IEEE transactions on vehicular technology, 2022, 72(4): 4466-4481. DOI: 10.1109/TVT.2022.3226528
|
[9] |
LI J, CHEN Z K, RAN Z G, et al. The GNSS spoofing detection method based on adaboost[C]//The 6th International Symposium on Autonomous Systems (ISAS). IEEE, 2023: 1-6. DOI: 10.1109/ISAS59543.2023.10164411
|
[10] |
WESSON K D, ROTHLISBERGER M P, HUMPHREYS T E. A proposed navigation message authentication implementat-ion for civil GPS anti-spoofing[C]//The 24th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS 2011), 2011: 3129-3140. DOI: 10.15781/T2J679D0V
|
[11] |
HUMPHREYS T E, BHATTI J A, SHEPARD D P, et al. The texas spoofing test battery: toward a standard for evaluating GPS signal authentication techniques[C]//Radionavigat-ion Laboratory Conference Proceedings, 2012. DOI: 10.15781/T26D5PT4X
|
[12] |
CHENG X J, XU J N, CAO K J, et al. An authenticity verification scheme based on hidden messages for current civilian GPS signals[C]//The 4th International Conference on Computer Sciences and Convergence Information Technology, 2009: 345-352. DOI: 10.1109/ICCIT.2009.91
|
[13] |
邓旭, 吕志伟, 周玟龙, 等. 采用载噪比的卫星导航欺骗检测算法设计[J]. 导航定位学报, 2022, 10(2): 109-118.
|
[14] |
DEHGHANIAN V, NIELSEN J, LACHAPELLE G. GNSS spoofing detection based on receiver C/N0 estimates[C]//The 25th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS 2012), 2012: 2878-2884.
|
[15] |
耿正霖, 聂俊伟, 李柏渝, 等. 多方位测量的相位双差GNSS欺骗干扰检测算法[J]. 国防科技大学学报, 2016, 38(3): 32-38. DOI: 10.11887/j.cn.201603006
|
[16] |
PHELTS R E. Multicorrelator techniques for robust mitigation of threats to GPS signal quality[M]. Stanford University, 2001.
|
[17] |
MUBARAK O M, DEMPSTER A G. Performance comparison of ELP and DELP for multipath detection[C]//The 22nd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2009), 2009: 1074-1081.
|
[18] |
SHANG X Y, SUN F P, WANG D M, et al. GNSS spoofing detection based on multi-correlator distortion monitoring[J]. GPS solutions, 2023, 27(2): 94. DOI: 10.1007/s10291-023-01438-0
|
[19] |
SUN C, CHEONG J W, DEMPSTER A G, et al. Robust spoofing detection for GNSS instrumentation using Q-channel signal quality monitoring metric[J]. IEEE transactions on instrumentation and measurement, 2021(70): 1-15. DOI: 10.1109/TIM.2021.3102753
|
[20] |
ZHOU W L, LV Z W, WU W B, et al. Anti-spoofing technique based on vector tracking loop[J]. IEEE transactions on instrumentation and measurement, 2023(72): 1-16. DOI: 10.1109/TIM.2023.3289551
|
[21] |
贾琼琼, 朱传胜. 基于多通道SQM指标联合的矢量接收机多径干扰检测方法[J]. 全球定位系统, 2023, 48(3): 110-119.
|
[22] |
周志健, 冉承新, 戴志强, 等. GNSS直接位置估计技术综述[J]. 全球定位系统, 2023, 48(2): 10-21. DOI: 10.12265/j.gnss.2022199
|
[23] |
WANG F, LI H, LU M Q. GNSS spoofing detection and mitigation based on maximum likelihood estimation[J]. Sensors, 2017, 17(7): 1532. DOI: 10.3390/s17071532
|
[24] |
AKOS D M. Who’s afraid of the spoofer? GPS/GNSS spoofing detection via automatic gain control (AGC)[J]. Navigation:journal of the institute of navigation, 2012, 59(4): 281-290. DOI: 10.1002/navi.19
|
[25] |
BROUMANDAN A, JAFARNIA-JAHROMI A, DANESHMAND S, et al. Overview of spatial processing approaches for GNSS structural interference detection and mitigation[J]. Proceedings of the IEEE, 2016, 104(6): 1246-1257. DOI: 10.1109/JPROC.2016.2529600
|
[26] |
TANIL C, KHANAFSEH S, PERVAN B. GNSS spoofing attack detection using aircraft autopilot response to deceptive trajectory[C]//The 28th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS+ 2015). 2015: 3345-3357.
|
[27] |
TANIL Ç, KHANAFSEH S, JOERGER M, et al. An INS monitor to detect GNSS spoofers capable of tracking vehicle position[J]. IEEE transactions on aerospace and electronic systems, 2017, 54(1): 131-143. DOI: 10.1109/TAES.2017.2739924
|
[28] |
徐奕禹, 陈长风, 袁雪林, 等. 基于高度计辅助的GNSS欺骗干扰检测[J/OL]. (2022-01-13)[2024-01-10]. 系统工程与电子技术. http://kns.cnki.net/kcms/detail/11.2422.TN.20221207.1452.004.html
|
[29] |
DANESHMAND S, JAFARNIA-JAHROMI A, BROUMANDON A, et al. A low-complexity GPS anti-spoofing method using a multi-antenna array[C]//The 25th international technical meeting of the satellite division of the institute of navigation (ION GNSS 2012), 2012: 1233-1243. DOI: 10.1007/978-3-642-22078-4_43
|
[30] |
DANESHMAND S, JAFARNIA-JAHROMI A, BROUMANDAN A, et al. A GNSS structural interference mitigation technique using antenna array processing[C]//IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014: 109-112.
|
[31] |
ZHANG J, CUI X, XU H, et al. A two-stage interference suppression scheme based on antenna array for GNSS jamming and spoofing[J]. Sensors, 2019, 19(18): 3870. DOI: 10.3390/s19183870
|
[32] |
APPEL M, KONOVALTSEV A, MEURER M. Robust spoofing detection and mitigation based on direction of arrival estimation[C]//The 28th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2015), 2015: 3335-3344.
|
[33] |
王璐, 吴仁彪, 王文益, 等. 基于多天线的GNSS压制式干扰与欺骗式干扰联合抑制方法[J]. 电子与信息学报, 2016, 38(9): 2344-2350.
|
[34] |
MAGIERA J. A multi-antenna scheme for early detection and mitigation of intermediate GNSS spoofing[J]. Sensors, 2019, 19(10): 2411. DOI: 10.3390/s19102411
|
[35] |
ZHAO Y Q, SHEN F, XU G H, et al. A spatial-temporal approach based on antenna array for GNSS anti-spoofing[J]. Sensors, 2021, 21(3): 929. DOI: 10.3390/s21030929
|
[36] |
MEURER M, KONOVALTSEV A, CUNTZ M, et al. Robust joint multi-antenna spoofing detection and attitude estimation using direction assisted multiple hypotheses RAIM[C]//The 25th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS 2012), 2012: 3007-3016.
|
[37] |
KONOVALTSEV A, CUNTZ M, HAETTICH C, et al. Autonomous spoofing detection and mitigation in a GNSS receiver with an adaptive antenna array[C]//The 26th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS+ 2013), 2013: 2937-2948. DOI: 10.1109/PLANS46316.2020.9109842
|
[38] |
KONOVALTSEV A, CUNTZ M, HAETTICH C, et al. Performance analysis of joint multi-antenna spoofing detection and attitude estimation[C]//The 2013 International Technical Meeting of The Institute of Navigation. 2013: 864-872. DOI: 10.1117/12.2028852
|
[39] |
VAGLE N, BROUMANDAN A, LACHAPELLE G. Multiantenna GNSS and inertial sensors/odometer coupling for robust vehicular navigation[J]. IEEE internet of things journal, 2018, 5(6): 4816-4828. DOI: 10.3390/s18051305
|
[40] |
LIU J Y, CHEN F, XIE Y, et al. Robust spoofing detection for GNSS array instrumentation based on C/N0 difference measurements[J]. IEEE transactions on instrumentation and measurement, 2023(72): 1-11.
|
[41] |
WANG X R, ABOUTANIOS E, DEMPSTER A G. Low cost adaptive array signal processing by subarray selection[C]//IGNSS 2013, 2013.
|
[42] |
WANG X R, ABOUTANIOS E, TRINKLE M, et al. Reconfigurable adaptive array beamforming by antenna selection[J]. IEEE transactions on signal processing, 2014, 62(9): 2385-2396. DOI: 10.1109/TSP.2014.2312332
|
[43] |
SHI W, VOROBYOV S A, LI Y. ULA fitting for sparse array design[J]. IEEE transactions on signal processing, 2021(69): 6431-6447. DOI: 10.1109/TSP.2021.3125609
|
[44] |
SHAIKH A H, DANG X, HUANG D. DOA estimation using antenna arrays: a universal array designing frame-work[J]. IEEE transactions on vehicular technology, 2023, 72(11): 15092-15097.
|
[45] |
ZHOU C W, GU Y J, SHI Z G, et al. Structured nyquist correlation reconstruction for DOA estimation with sparse arrays[J]. IEEE transactions on signal processing, 2023(71): 1849-1862. DOI: 10.1109/TSP.2023.3251110
|
[46] |
张小飞, 李建峰, 徐大专, 等. 阵列信号处理及MATLAB实现[M]. 北京: 电子工业出版社, 2020: 305-308.
|
[47] |
ZHAO Y Q, SHEN F, XU D J, et al. A coprime array-based technique for spoofing detection and DOA estimation in GNSS[J]. IEEE sensors journal, 2022, 22(23): 22828-22835. DOI: 10.1109/JSEN.2022.3211024
|
[48] |
GUO M, ZHANG Y D, CHEN T. DOA estimation using compressed sparse array[J]. IEEE transactions on signal processing, 2018, 66(15): 4133-4146. DOI: 10.1109/TSP.2018.2847645
|