基于SCB方差的GNSS欺骗式干扰检测算法

doi:10.12305/j.issn.1001-506X.2021.08.27

Abstract

Abstract:

With the increasing types of global navigation satellite system (GNSS) spoofing devices, the detection of spoofing attacks has become an urgent problem in the world. Most of the spoofing processes do not cause significant changes in the signal parameters, which makes it more difficult to detect spoofing successfully. In this paper, intermediate spoofing attack and signal model are firstly analyzed. Then, an intermediate spoofing interference detection method for the fluctuation of zero-crossing variation of S curve bias (SCB) in code tracking loop is proposed. After that, the real signals from texas spoofing test battery (TEXBAT), which is a public database of global position system (GPS) satellite signals issued by the radio navigation laboratory of the university of Texas. The detection performances of the original SCB algorithm, Ratio algorithm and composite signal quality monitor algorithm and the varience applied to the above three algorithms are compared. Experimental results show that the SCB variance detection algorithm has better performance.

Key words: satellite navigation, spoofing interference, code tracking loop, S curve bias, moving variance

CLC Number:

TN967.1

Wenyi WANG, Jing GONG, Jinming WANG. GNSS spoofing interference detection based on variance of SCB[J]. Systems Engineering and Electronics, 2021, 43(8): 2254-2262.

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References 30

1	PENG X C, LI H, LU M Q. Research on the responses of GNSS tracking loop to intermediate spoofing[C]//Proc. of the 32nd International Technical Meeting of the Satellite Division of the Institute of Navigation, 2019.
2	IOANNIDES R T , PANY T , GIBBONS G . Known vulnerabilities of global navigation satellite systems, status, and potential mitigation techniques[J]. Proceedings of the IEEE, 2016, 104 (6): 1174- 1194. doi: 10.1109/JPROC.2016.2535898
3	PSIAKI M L , HUMPHREYS T E . GNSS spoofing and detection[J]. Proceedings of the IEEE, 2016, 104 (6): 1258- 1270. doi: 10.1109/JPROC.2016.2526658
4	CHEN Z Y, LI H, LU M Q. GNSS spoofing detection with single moving antenna based on the correlation of satellite transmit time residual[C]//Proc. of the China Satellite Navigation Conference, 2018.
5	DANESHMAND S, JAFARNIA J A, BROUMAN D A, et al. A low-complexity GPS anti-spoofing method using a multi-antenna array[C]//Proc. of the 25th International Technical Meeting of the Satellite Division of the Institute of Navigation, 2012.
6	JIANG Y P , WANG J L . A new approach to calculate the vertical protection level in A-RAIM[J]. Journal of Navigation, 2014, 67 (4): 711- 725. doi: 10.1017/S0373463314000204
7	ALQURASHI M , WANG J L . Performance analysis of fault detection and identification for multiple faults in GNSS and GNSS/INS integration[J]. Journal of Applied Geodesy, 2015, 9 (1): 35- 48.
8	LI J , ZHANG J T , CHANG S F , et al. Performance evaluation of multimodal detection method for GNSS intermediate spoofing[J]. IEEE Access, 2016, 4, 9459- 9468. doi: 10.1109/ACCESS.2016.2587322
9	WANG F, LI H, LU M Q. GNSS spoofing detection based on power monitoring of two-antenna[C]//Proc. of the China Satellite Navigation Conference, 2017.
10	YUAN D B , LI H , WANG F . A GNSS acquisition method with the capability of spoofing detection and mitigation[J]. Chinese Journal of Electronics, 2018, 27 (1): 213- 222. doi: 10.1049/cje.2017.11.001
11	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
12	PHELTS R E. Multi-correlator techniques for robust mitigation of threats to GPS signal quality[D]. Stanford: Stanford University, 2001.
13	PINI M, FANTINO M, CAVALERI A, et al. Signal quality monitoring applied to spoofing detection[C]//Proc. of the Institute of Navigation GNSS Meeting, 2001.
14	ROUABAH K , CHIKOUCHE D , BOUTTOUT F , et al. GPS/GALILEO multipath mitigation using the first side peak of double delta correlator[J]. Wireless Personal Communications, 2011, 60 (2): 321- 333. doi: 10.1007/s11277-010-9946-2
15	IRSIGLER M, HEIN G W, EISSFELLER B. Multipath performance analysis for future GNSS signals[C]//Proc. of the Institute of Navigation NTM, 2004.
16	PHELTS R E, WALTER T, ENGE P. Toward real-time SQM for WAAS: improved detection techniques[C]//Proc. of the Institute of Navigation GPS/GNSS, 2003.
17	MUBARAK O M, DEMPSTER A G. Performance comparison of ELP and DELP for multipath detection[C]//Proc. of the 22nd International Technical Meeting of the Satellite Division of the Institute of Navigation, 2009.
18	MUBARAK O M , DEMPSTER A G . Analysis of early late phase in single-and dual-frequency GPS receivers for multipath detection[J]. GPS Solutions, 2010, 14 (4): 381- 388. doi: 10.1007/s10291-010-0162-z
19	PIRSIAVASH A, BROUMANDAN A, LACHAPELLE G. Two-dimensional signal quality monitoring for spoofing detection[C]//Proc. of the ESA/ESTEC NAVITEC conference, 2016.
20	HUMPHREYS T E , EVANS B L , GROSS J N , et al. GNSS signal authentication via power and distortion monitoring[J]. IEEE Trans.on Aerospace and Electronic Systems, 2017, 739- 754.
21	GROSS J N , KILIC C , HUMPHREYS T E . Maximum-likelihood power-distortion monitoring for GNSS signal authentication[J]. IEEE Trans.on Aerospace and Electronic Systems, 2018, 54 (2): 469- 475.
22	HU Y , BIAN S , CAO K , et al. GNSS spoofing detection based on new signal quality assessment model[J]. GPS Solutions, 2018, 22 (1): 28- 41. doi: 10.1007/s10291-017-0693-7
23	WANG W Y , LI N , WU R , et al. Detection of induced GNSS spoofing using S-Curve-Bias[J]. Sensors (Basel, Switzerland), 2019, 19 (4): 922. doi: 10.3390/s19040922
24	黎娜. 基于码跟踪环的单天线GNSS欺骗式干扰检测算法研究[D]. 天津: 中国民航大学, 2019.
	LI N. Research on single antenna GNSS spoofing detection based on code tracking loop[D]. Tianjin: Civil Aviation University of China, 2019.
25	SUN C , WANY C J , DEMPSTER A G , et al. Moving variance based signal quality monitoring method for spoofing detection[J]. GPS Solutions, 2018, 22 (3): 83- 95. doi: 10.1007/s10291-018-0745-7
26	ZHU Y L . A new code discrimination algorithm for C/A code tracking loop of GPS receiver[J]. Journal of Electronics & Information Technology, 2008, 30, 2742- 2745.
27	WARD P W. GPS receiver search techniques[C]//Proc. of the Position Location & Navigation Symposium, 1996.
28	ALI K, MANFREDINI E G, DOVIS F. Vestigial signal defense through signal quality monitoring techniques based on joint use of two metrics[C]//Proc. of the Position Location & Navigation Symposium, 2014.
29	HUMPHREYS T E. Texbat data sets 7 and 8[EB/OL]. [2020-05-16]. http://radionavlab.ae.utexas.edu/datastore/texbat/texbat_ds7_and_ds8.pdf.
30	SUN C , CHENG J W , DEMPSTER A G , et al. GNSS spoofing detection by means of signal quality monitoring (SQM) metric combinations[J]. IEEE Access, 2018, 6, 66428- 66441. doi: 10.1109/ACCESS.2018.2875948

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[7]	WANG Linyu, GUO Hao, XIANG Jianhong, QI Liangang. Anti-jamming technology based on genetic matrix adjoint inversion algorithm [J]. Systems Engineering and Electronics, 2017, 39(8): 1677-1683.
[8]	TANG Chengkai, ZHANG Lingling, LIAN Baowang. Cooperation factor map of co-location aided single -satellite navigation algorithm [J]. Systems Engineering and Electronics, 2017, 39(5): 1085-1090.
[9]	WANG Wei, GUO Huijie, MENG Yue. Satellite/pseudolite/INS integrated navigation algorithm [J]. Systems Engineering and Electronics, 2017, 39(2): 391-397.
[10]	LIU Ke, WU Wenqi, TANG Kanghua, WU Zhijia, ZHANG Shihao. GNSS dual-receiver against repeater deception jamming detection algorithm based on pseudo-range information [J]. Systems Engineering and Electronics, 2017, 39(11): 2393-2398.
[11]	HU Yan-feng, CAO Ke-jin, BIAN Shao-feng, LI Bao, YE Xin. GNSS spoofing detection algorithm based on clock frequency drift monitoring [J]. Systems Engineering and Electronics, 2015, 37(7): 1629-1632.
[12]	FAN Guang-wei， YU Bao-guo， CHAO Lei， DENG Zhi-xin. Design of interference recognition and classification filter of satellite navigation electromagnetic environment [J]. Systems Engineering and Electronics, 2014, 36(2): 234-238.
[13]	HOU Hong-tao,WANG Wei-ping,ZHOU Hong-wei,LI Qun. Architecture of portability for performance simulation of satellite navigation systems [J]. Journal of Systems Engineering and Electronics, 2011, 33(1): 217-0221.
[14]	HU Xiu-lin, RAN Yi-hang, LIU Yu-qi, KE Ting. New option for modulation in GNSS signal design [J]. Journal of Systems Engineering and Electronics, 2010, 32(9): 1962-1967.
[15]	FENG Qi, ZHU Chang, YUAN Nai-chang. Design of anti-jamming adaptive antennas for GPS receivers [J]. Journal of Systems Engineering and Electronics, 2009, 31(7): 1556-1559.

GNSS spoofing interference detection based on variance of SCB

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