Systems Engineering and Electronics ›› 2026, Vol. 48 ›› Issue (7): 2229-2240.doi: 10.12305/j.issn.1001-506X.2026.07.10
• Sensors and Signal Processing • Previous Articles
Zihan JIN1,2(
), Shuai JIANG1, Yanbin LIU1(
), Yue CAO1,2, Zhongjun YU1,2
Received:2025-05-26
Revised:2025-08-13
Accepted:2025-08-20
Online:2025-12-22
Published:2026-06-01
Contact:
Yanbin LIU
E-mail:1935928621@qq.com;ybliu_rsp@163.com
CLC Number:
Zihan JIN, Shuai JIANG, Yanbin LIU, Yue CAO, Zhongjun YU. Low-altitude spotlight SAR fast imaging algorithm based on inter-pulse frequency agility[J]. Systems Engineering and Electronics, 2026, 48(7): 2229-2240.
| 1 | 李杨寰, 宋千, 周智敏. 一种适合低空机载平台SAR成像运动补偿方法[J]. 信号处理, 2010, 26 (4): 545- 551. |
| LI Y H, SONG Q, ZHOU Z M. A motion compensation method suitable for SAR imaging of low-altitude airborne platforms[J]. Signal Processing, 2010, 26 (4): 545- 551. | |
| 2 | 梁福来. 低空无人机载UWB SAR增强成像技术研究[D]. 长沙: 国防科学技术大学, 2016. |
| LIANG F L. Research on UWB SAR enhanced imaging technology for low-altitude unmanned aerial vehicles[D]. Changsha: National University of Defense Technology, 2016. | |
| 3 | 张钰杰. 面向低空无人机载UWB-GPSAR探雷系统的RD成像算法研究[D]. 湘潭: 湖南科技大学, 2022. |
| ZHANG Y J. Research on RD imaging algorithm for UWB-GPSAR mine detection system for low-altitude unmanned aerial vehicles[D]. Xiangtan: Hunan University of Science and Technology, 2022. | |
| 4 | 张磊. 高分辨SAR/ISAR成像及误差补偿技术研究[D]. 西安: 西安电子科技大学, 2013. |
| ZHANG L. Research on high-resolution SAR/ISAR imaging and error compensation technology[D]. Xi’an: Xidian University, 2013. | |
| 5 | ZHU D Y, YE S H. Polar format algorithm using chirp scaling for spotlight SAR image formation[J]. IEEE Trans. on Aerospace & Electronic Systems, 2008, 44 (4): 1433- 1448. |
| 6 | DING C, MU H L, SHI Y Z, et al. Dual-polarized and conformal time-modulated metasurface based two-dimensional jamming against SAR imaging system[EB/OL]. [2025-05-26]. http://ieeexplore.ieee.org/document/11051138. |
| 7 | WANG S X, YUAN Y, CHEN S, et al. A method of airborne SAR noise interference suppression based on blind signal separation[C]//Proc. of the 7th International Conference on Signal and Image Processin, 2022: 228−232. |
| 8 | WANG L, WANG H B, CHEN M Y. Analysis of the influence of deceptive interference on airborne radar sensor[C]//Proc. of the International Radar Conference, 2019. |
| 9 | TANG Y L, LANG W H. Anti-multi-jammer forwarding deceptive jamming based on distributed SAR[C]//Proc. of the 7th International Conference on Intelligent Computing and Signal Processing, 2022: 848−851. |
| 10 |
ZHANG M D, LU J H, XU J W, et al. Mainlobe deceptive interference suppression with planar frequency diverse array MIMO radar[J]. IEEE Trans. on Aerospace and Electronic Systems, 2025, 61 (3): 7626- 7638.
doi: 10.1109/TAES.2025.3540823 |
| 11 | ZHANG C, LI R Y, MU H, et al. Deceptive jamming mitigation based on proximal policy optimization[C]//Proc. of the IEEE International Conference on Signal, Information and Data Processing, 2024. |
| 12 | PRASAD N N S S R K, SHAMEEM V, DESAI U B, et al. Improvement in target detection performance of pulse coded Doppler radar based on multicarrier modulation with fast Fourier transform (FFT)[J]. IET Radar, Sonar & Navigation, 2004, 151 (1): 11- 17. |
| 13 | ZHI X, GAO X M, LI Y L. A coherent accumulation technique for radar signal with inter-pulse waveform transformation[C]//Proc. of the 3rd Asia-Pacific Conference on Communications Technology and Computer Science, 2023: 17−21. |
| 14 | PACE P E. Detecting and classifying low probability of intercept radar[M]. 2nd ed. Norwood: Arctech House, 2003. |
| 15 | 全英汇, 方文, 沙明辉, 等. 频率捷变雷达波形对抗技术现状与展望[J]. 系统工程与电子技术, 2021, 43 (11): 3126- 3136. |
| QUAN Y H, FANG W, SHA M H, et al. Current status and prospect of frequency-agile radar waveform countermeasure technology[J]. Systems Engineering and Electronics Technology, 2021, 43 (11): 3126- 3136. | |
| 16 | 吴耀君. 脉间频率捷变雷达抗干扰研究[D]. 西安: 西安电子科技大学, 2019. |
| WU Y J. Research on anti-interference of interpulse frequency rapid variation radar [D]. Xi’an: Xidian University, 2019. | |
| 17 | ZHOU K, LI D X, HE F, et al. A sparse imaging method for frequency agile SAR[J]. IEEE Trans. on Geoscience and Remote Sensing, 2022, 60, 5223616. |
| 18 | 黄天耀. 基于稀疏反演的相参捷变频雷达信号处理[D]. 北京: 清华大学, 2015. |
| HUANG T Y. Signal processing of coherent rapid frequency conversion radar based on sparse inversion[D]. Beijing: Tsinghua University, 2015. | |
| 19 |
ZHANG L, LI H L, QIAO Z J, et al. A fast BP algorithm with wavenumber spectrum fusion for high-resolution spotlight SAR imaging[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11 (9): 1460- 1464.
doi: 10.1109/LGRS.2013.2295326 |
| 20 |
CHEN X X, SUN G C, XING M D, et al. Ground cartesian back-projection algorithm for high squint diving TOPS SAR imaging[J]. IEEE Trans. on Geoscience and Remote Sensing, 2021, 59 (7): 5812- 5827.
doi: 10.1109/TGRS.2020.3011589 |
| 21 | 陈世龙, 刘霖, 王晓蓓, 等. 脉间捷变频SAR快速补偿频域成像处理算法[J]. 系统工程与电子技术, 2025, 47 (3): 797- 806. |
| CHEN S L, LIU L, WANG X B, et al. Fast compensation frequency domain imaging processing algorithm for inter-pulse rapid variable frequency SAR[J]. Systems Engineering and Electronics, 2025, 47 (3): 797- 806. | |
| 22 | ZHAO Z, ZHANG J X, HUANG G M, et al. High-resolution airborne SAR interferometry mapping application in Huashan mountain[C]//Proc. of the 2nd IITA International Conference on Geoscience and Remote Sensing, 2010: 571−574. |
| 23 | 刘天鹏, 刘振, 魏玺章. 基于压缩感知的脉间捷变频SAR成像研究[J]. 电子学报, 2012, 40 (6): 1073- 1078. |
| LIU T P, LIU Z, WEI X Z. Research on inter-pulse rapid variable frequency SAR imaging based on compressed sensing[J]. Acta Electronica Sinica, 2012, 40 (6): 1073- 1078. | |
| 24 | LIU X Q, SONG Y, LI Z Y, et al. Multi-DSP joint SAR real-time imaging system based on PFA sub-aperture imaging algorithm[C]//Proc. of the IEEE International Conference on Signal, Information and Data Processing, 2024. |
| 25 | 刘峻楠, 刘钟毓, 张亦宁, 等. 基于PFA的前视SAR舰船目标立面成像方法[J]. 雷达科学与技术, 2025, 23(4): 355−366, 386. |
| LIU J N, LIU Z Y, ZHANG Y N, et al. Forward SAR ship target elevation imaging method based on PFA[EB/OL]. [2025-04-20]. https://link.cnki.net/urlid/34.1264.TV.20250415.1004.004. | |
| 26 | 毛新华. PFA在SAR超高分辨率成像和SAR/GMTI中的应用研究[D]. 南京: 南京航空航天大学, 2009. |
| MAO X H. Research on the application of PFA in SAR ultra-high resolution imaging and SAR/GMTI[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2009. | |
| 27 | MENG Z C, ZHANG L, LU J Y, et al. FL-PFA: a polar format algorithm for wide-beam forward-looking SAR imaging integrating spatial-variant motion compensation[J]. IEEE Trans. on Geoscience and Remote Sensing, 2024, 62, 5220313. |
| 28 | LING Q, MA J T, HUANG P H, et al. A novel imaging algorithm for a FMCW mosaic mode SAR based on modified PFA[C]//Proc. of the IGARSS IEEE International Geoscience and Remote Sensing Symposium, 2024: 3400−3403. |
| 29 | TAO G, WANG T, ZOU X H, et al. Design and system implementation of multi-parameter joint agile coherent radar signal[C]//Proc. of the IEEE International Conference on Signal, Information and Data Processing, 2024. |
| 30 | CHEN S H, WANG X Y, LU S S, et al. A waveform optimization method for sparse frequency agile radar[C]//Proc. of the IEEE International Conference on Signal, Information and Data Processing, 2024. |
| 31 | ZHU E D, LI Y C, WANG J D, et al. Joint frequency and PRF agility waveform design and signal coherent accumulation against cross-pulse repeater deception jamming[C]//Proc. of the IET International Radar Conference, 2023: 1265−1270. |
| 32 | 陈超, 郑远, 胡仕友, 等. 频率捷变反舰导弹导引头相参积累技术研究[J]. 宇航学报, 2011, 32 (8): 1819- 1825. |
| CHEN C, ZHENG Y, HU S Y, et al. Research on coherent accumulation technology of frequency agile anti-ship missile seeker[J]. Acta Astronautica Sinica, 2011, 32 (8): 1819- 1825. | |
| 33 | WU Y M, SUO Y X, DIAO W H, et al. FAIR-CSAR: a benchmark dataset for fine-grained object detection and recognition based on single-look complex SAR images[J]. IEEE Trans. on Geoscience and Remote Sensing, 2025, 63, 5201022. |
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