Systems Engineering and Electronics ›› 2026, Vol. 48 ›› Issue (7): 2195-2205.doi: 10.12305/j.issn.1001-506X.2026.07.07
• Sensors and Signal Processing • Previous Articles
Honghui BAN, Jifei PAN, Zheng WANG, Rui CUI
Received:2025-01-22
Revised:2025-04-28
Accepted:2025-07-18
Online:2025-06-11
Published:2025-06-11
Contact:
Jifei PAN
CLC Number:
Honghui BAN, Jifei PAN, Zheng WANG, Rui CUI. Trajectory deception error analysis based on multi-UAV collaboration[J]. Systems Engineering and Electronics, 2026, 48(7): 2195-2205.
Table 2
Coordinates and error parameters"
| 名称 | 坐标或数值 |
| 雷达R1/km | (0, 0, 0) |
| 雷达R2/km | (30, 6, 0 ) |
| 雷达R3/km | (70, 3, 0) |
| 100 | |
| 100 | |
| 0.1 | |
| 500 | |
| 40 dBi | |
| 30 dBi | |
| 10 | |
| 10 |
| 28 |
RAO B, XIAO S P, WANG X S, et al. Maximum likelihood approach to the estimation and discrimination of exoatmospheric active phantom tracks using motion features[J]. IEEE Trans. on Aerospace and Electronic Systems, 2012, 48 (1): 794- 819.
doi: 10.1109/TAES.2012.6129671 |
| 29 |
HAN X F, HE H F, ZHANG Q, et al. Suppression of deception-false-target jamming for active/passive netted radar based on position error[J]. IEEE Sensors Journal, 2022, 22 (8): 7902- 7912.
doi: 10.1109/JSEN.2022.3149057 |
| 30 |
LIU X, LI D S. A three-dimensional phantom track generation for radar network deception[J]. IEEE Access, 2019, 7, 27288- 27301.
doi: 10.1109/ACCESS.2019.2894409 |
| 1 | MEIR P, PHILLIP C, REID L, et al. Concepts for generating coherent radar phantom tracks using cooperating vehicles[C]//Proc. of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2004. |
| 2 | DIYOGU H A, MAITHRIPAL A. Radar deception through phantom track generation[C]//Proc. of the American Control Conference, 2005: 4102−4106. |
| 3 |
PURVIS K B, CHANDLER P R, PACHTER M. Feasible flight paths for cooperative generation of a phantom radar track[J]. Journal of Guidance, Control and Dynamics, 2006, 29 (3): 653- 661.
doi: 10.2514/6.2004-5335 |
| 4 | KEITH B P, KARL J A, MUSTAFA K, et al. Online control strategies for highly coupled cooperative UAVs[C]//Proc. of the American Control Conference, 2007. |
| 5 | IL-HYOUNG L, HYOCHOONG B. Cooperative control of multiple electronic combat air vehicles for electronic attack[C]//Proc. of the International Conference on Instrumentation, Control and Information Technology, 2008. |
| 6 |
GARETH B, XU Y J. Virtual motion camouflage based phantom track generation through cooperative electronic combat air vehicles[J]. Automatica, 2010, 46 (9): 1454- 1461.
doi: 10.1016/j.automatica.2010.05.027 |
| 7 |
OUYANG Z P, XU C, FENG J Q, et al. Research on method of phantom track generation based on cooperative control of UAVs in uniform linear motion[J]. IOP Conference Series: Materials Science and Engineering, 2019, 685 (1): 012018.
doi: 10.1088/1757-899x/685/1/012018 |
| 8 | FAN Z, GAO X J, JIN Y, et al. Research on route planning of group UAV cooperation for deception jamming to radar network[C]//Proc. of the IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference, 2020. |
| 9 |
RATNOO A, SHIMA T. Formation-flying guidance for cooperative radar deception[J]. Journal of Guidance, Control, and Dynamics, 2012, 35 (6): 1730- 1739.
doi: 10.2514/1.57112 |
| 10 | ZHANG Y R, GAO M G, LI Y J, et al. Phantom track generation using coherent dual moving sources for monopulse radar[C]//Proc. of the IEEE Conference on Industrial Electronics and Applications, 2014. |
| 11 |
RAO B, GU Z Y, NIE Y P. Deception approach to track-to-track radar fusion using noncoherent dual-source jamming[J]. IEEE Access, 2020, 8, 50843- 50858.
doi: 10.1109/ACCESS.2020.2980010 |
| 12 |
LI Q, ZHANG L R, ZHOU Y, et al. Discrimination of active false targets based on hermitian distance for distributed multiple-radar architectures[J]. IEEE Access, 2019, 7, 71872- 71883.
doi: 10.1109/ACCESS.2019.2920365 |
| 13 |
YANG C Q, FENG L, ZHANG H, et al. A novel data fusion algorithm to combat false data injection attacks in networked radar systems[J]. IEEE Trans. on Signal and Information Processing over Networks, 2018, 4 (1): 125- 136.
doi: 10.1109/TSIPN.2018.2790361 |
| 14 |
ZHOU H P, DONG C C, WU R W, et al. Feature fusion based on Bayesian decision theory for radar deception jamming recognition[J]. IEEE Access, 2021, 9, 16296- 16304.
doi: 10.1109/ACCESS.2021.3052506 |
| 15 |
ZHANG S Y, ZHOU Y, ZHANG L R, et al. Target detection for multistatic radar in the presence of deception jamming[J]. IEEE Sensors Journal, 2021, 21 (6): 8130- 8141.
doi: 10.1109/JSEN.2021.3050008 |
| 16 |
YANG Y, DA K, ZHU Y F, et al. Consensus based target tracking against deception jamming in distributed radar networks[J]. IET Radar, Sonar & Navigation, 2023, 17 (4): 683- 700.
doi: 10.1049/rsn2.12371 |
| 17 |
ZHANG L, LUO Y, WANG H, et al. Detection of false targets in a full polarization radar network under deception jamming[J]. IEEE Sensors Journal, 2023, 24 (3): 3368- 3379.
doi: 10.1109/jsen.2023.3341961 |
| 18 | LI J T, LIU K, ZHANG T X. Multi-agent deep reinforcement learning for dynamic motion control allocation in UAV swarm cooperative jamming to netted radar[C]//Proc. of the International Conference on Autonomous Unmanned Systems, 2023. |
| 19 |
GUO X Y, TIAN T, TAN H Y, et al. A deceptive jamming technology against SAR based on optical-to-SAR template translation[J]. IEEE Trans. on Aerospace and Electronic Systems, 2024, 60 (5): 5715- 5729.
doi: 10.1109/TAES.2024.3399195 |
| 20 |
SUN J, YUAN Y, GRECO M S, et al. Anti-deception jamming resource scheduling for multi-target tracking in distributed radar networks[J]. IEEE Trans. on Aerospace and Electronic Systems, 2024, 60 (6): 9111- 9128.
doi: 10.1109/TAES.2024.3438097 |
| 21 |
ZHANG Z H, ZHU J H, LIU N, et al. Signal fusion method for networked radar motivated by data fusion[J]. IEEE Sensors Journal, 2025, 25 (1): 951- 961.
doi: 10.1109/JSEN.2024.3492137 |
| 22 |
TAN H Y, ZHANG Z X, LI Y, et al. PASS-Net: a pseudo classes and stochastic classifiers based network for few-shot class-incremental automatic modulation classification[J]. IEEE Trans. on Wireless Communications, 2024, 23 (12): 17987- 18003.
doi: 10.1109/TWC.2024.3458980 |
| 23 |
李小波, 孙琳, 周青松, 等. 多机协同的组网雷达欺骗干扰航迹优化[J]. 现代防御技术, 2016, 44 (6): 43- 49.
doi: 10.3969/j.issn.1009-086x.2016.06.008 |
|
LI X B, SUN L, ZHOU Q S, et al. Optimization of spoofing and jamming track for multi-aircraft cooperative networked radar[J]. Modern Defense Technology, 2016, 44 (6): 43- 49.
doi: 10.3969/j.issn.1009-086x.2016.06.008 |
|
| 24 | DHANANJAY N, KUDUVALLI A, GHOSE D. Realistic coherent phantom track generation by a group of electronic combat aerial vehicles[C]//Proc. of the American Control Conference, 2013. |
| 25 | LIU X, LI D X. The technology of deviation compensation for radar phantom tracks[C]//Proc. of the IEEE 17th International Conference on Communication Technology, 2017. |
| 26 | 柏鹏, 王玉冰, 梁晓龙, 等. 无人机对雷达组网航迹欺骗综述[J]. 航空学报, 2020, 41 (10): 23912. |
| BAI P, WANG Y B, LIANG X L, et al. Review on track spoofing of radar network by UAV[J]. Acta Aeronautica et Astronautica Sinica, 2020, 41 (10): 23912. | |
| 27 |
ZHAO S S, ZHANG L R, ZHOU Y, et al. Signal fusion-based algorithms to discriminate between radar targets and deception jamming in distributed multiple-radar architectures[J]. IEEE Sensors Journal, 2015, 11, 6697- 6706.
doi: 10.1109/jsen.2015.2440769 |
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