Systems Engineering and Electronics ›› 2025, Vol. 47 ›› Issue (12): 4101-4109.doi: 10.12305/j.issn.1001-506X.2025.12.12
• Sensors and Signal Processing • Previous Articles
Ziming YIN, Pengcheng GUO, Jingjing WANG, Sizhe GAO
Received:2024-08-28
Revised:2024-11-14
Online:2025-03-12
Published:2025-03-12
Contact:
Pengcheng GUO
CLC Number:
Ziming YIN, Pengcheng GUO, Jingjing WANG, Sizhe GAO. Design of low intercept radar waveform based on LFM-Costas-BPSK intra-pulse hybrid modulation[J]. Systems Engineering and Electronics, 2025, 47(12): 4101-4109.
| 1 | 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. Present situation and prospects of frequency agility radar waveform counter-measures[J]. Systems Engineering and Electronics, 2021, 43 (11): 3126- 3136. | |
| 2 |
GAO Y H, FAN H Y, REN L X, et al. Joint design of waveform and mismatched filter for interrupted sampling repeater jamming suppression[J]. IEEE Trans. on Aerospace and Electronic Systems, 2023, 59 (6): 8037- 8050.
doi: 10.1109/TAES.2023.3299437 |
| 3 |
JIANG W K, LI Y, LIAO M M, et al. An improved LPI radar waveform recognition framework with LDC-Unet and SSR-Loss[J]. IEEE Signal Processing Letters, 2022, 29, 149- 153.
doi: 10.1109/LSP.2021.3130797 |
| 4 |
LIU X Y, YUAN Y, ZHANG T X, et al. LPI radar signal design resistant to identification by ESM systems[J]. IEEE Trans. on Aerospace and Electronic Systems, 2023, 59 (6): 9233- 9246.
doi: 10.1109/TAES.2023.3316630 |
| 5 | GALATI G, PAVAN G. Measuring the anti-intercept features of noise radar waveforms: the way ahead[C]//Proc. of the IEEE 9th International Workshop on Metrology for Aerospaces, 2022: 174−178. |
| 6 |
LIU X Y, ZHANG T X, SHI Q, et al. LPI radar waveform design with desired cyclic spectrum and pulse compression properties[J]. IEEE Trans. on Vehicular Technology, 2023, 72 (5): 6789- 6793.
doi: 10.1109/TVT.2022.3233446 |
| 7 | HEINO M, MARIN J, KAI H, et al. Theoretical and experimental analysis of the supposed stealthiness of noise radar[C]//Proc. of the IEEE Radar Conference, 2023. |
| 8 | ZHOU X X, CHEN J, WANG F. Integrated waveform design of radar and communication systems for the single transmitter multiple receivers system[C]//Proc. of the 14th International Conference on Signal Processing Systems, 2023. |
| 9 | 郝志梅, 孙进平, 罗美方. 基于复合频率编码的低截获概率波形簇设计[J]. 系统工程与电子技术, 2021, 43 (11): 3137- 3143. |
| HAO Z M, SUN J P, LUO M F. Waveform cluster design of low probability of intercept based on compound frequency coding[J]. Systems Engineering and Electronics, 2021, 43 (11): 3137- 3143. | |
| 10 | 谭贤四, 武文, 孙合敏, 等. 频率编码脉冲信号性能分析[J]. 系统工程与电子技术, 2001, 23 (5): 102- 105. |
| TAN S X, WU W, SUN H M, et al. Performance analysis of frequency coding pulse signals[J]. Systems Engineering and Electronics, 2001, 23 (5): 102- 105. | |
| 11 | ZHOU C Y, WU Z H, CAO Y, et al. A novel unsupervised anti-intermittent sampling jamming method for intra-pulse and inter-pulse frequency agile radar[C]//Proc. of the Institution of Engineering and Technology International Radar Conference, 2023. |
| 12 | 董淑仙, 全英汇, 沙明辉, 等. 捷变频雷达联合脉内频率编码抗间歇采样干扰[J]. 系统工程与电子技术, 2022, 44 (11): 3371- 3379. |
| DONG S X, QUAN Y H, SHA M H, et al. Frequency agile radar combined with intra-pulse frequency coding to resist intermittent sampling jamming[J]. Systems Engineering and Electronics, 2022, 44 (11): 3371- 3379. | |
| 13 | LUO S, LI C M, WANG L C, et al. Research on waveform design of multi-carrier phase coded and frequency modulation signal[C]//Proc. of the CIE International Conference on Radars, 2021: 1858−1861. |
| 14 | TANG Z J, BAO Q L, PAN J M, et al. Radar waveform design based on time-bandwidth random modulation LFM signals[C]//Proc. of the IEEE 22nd International Conference on Communication Technology, 2022: 1031−1037. |
| 15 | LUO S, LI C M, WANG L C, et al. Research on waveform design of multi-carrier phase coded and frequency modulation signal[C]//Proc. of the CIE International Conference on Radar, 2021: 1858−1861. |
| 16 |
SU H N, BAO Q L, PAN J M, et al. Waveform-domain complementary signal sets for interrupted sampling repeater jamming suppression[J]. IEEE Trans. on Aerospace and Electronic Systems, 2024, 60 (5): 7142- 7158.
doi: 10.1109/TAES.2024.3410952 |
| 17 | TANG Z J, BAO Q L, PAN J M, et al. A random modulation radar waveform design based on NLFM signals[C]//Proc. of the IEEE 8th International Conference on Computer and Communications, 2022: 204−209. |
| 18 | HOU K, REN W, CHANG S, et al. Design of orthogonal discrete frequency coding waveforms via improved genetic algorithm[C]//Proc. of the Institution of Engineering and Technology International Radar Conference, 2020: 868−873. |
| 19 | HUANG Z J, GUO R, ZHENG Z D. OFD-LFM based waveform design with low autocorrelation sidelobes for MIMO radars[C]//Proc. of the 6th International Conference on Electronics Technology, 2023: 1408−1412. |
| 20 |
HSIN C L, KIANG J F. Frequency-hopping frequency-diverse MIMO radar for target detection and localization under false-target jamming[J]. IEEE Access, 2023, 11, 62121- 62139.
doi: 10.1109/ACCESS.2023.3287588 |
| 21 |
FENG X, WU L L, ZHAO Y N, et al. Recurrent waveform optimization for desired range-Doppler profile with low probability of interception: a particle filter approach[J]. IEEE Trans. on Aerospace and Electronic Systems, 2024, 60 (2): 1899- 1911.
doi: 10.1109/TAES.2023.3345825 |
| 22 |
KUMAR M, CHANDRASEKAR V. Intrapulse polyphase coding system for second trip suppression in a weather radar[J]. IEEE Trans. on Geoscience and Remote Sensing, 2020, 58 (6): 3841- 3853.
doi: 10.1109/TGRS.2019.2958602 |
| 23 |
LI Y Z, HU W D, FAN H Q, et al. Phase-coded sequence design for local shaping of complete second-order correlation[J]. IEEE Signal Processing Letters, 2024, 31, 571- 575.
doi: 10.1109/LSP.2024.3359575 |
| 24 | KUMBUL U, PETROV N, VAUCHER C S, et al. Sensing performance of different codes for phase-coded FMCW radars[C]//Proc. of the 19th European Radar Conference, 2022. |
| 25 | LI C Y, WU G X, LI G. A shared waveform design for integrated detection and jamming signal based on LFM-Costas intra-pulse frequency stepping[C]//Proc. of the 7th International Conference on Communication, Image and Signal Processing, 2022: 347−354. |
| 26 | JIA J W, HAN Z Z, LIU L M. Review on low intercept radar signal design technology[C]//Proc. of the IEEE 4th International Conference on Power, Intelligent Computing and Systems, 2022: 434−437. |
| 27 | ZHU P J, QIU H, MENG W J, et al. Encrypted waveform design for low-probability of intercept radar[C]//Proc. of the 9th International Conference on Signal and Image Processing, 2024: 89−93. |
| 28 | QIU H, YU X X, CUI G L, et al. Wideband LPI radar subpulse waveform design, processing and analysis[J]. IEEE Trans. on Aerospace and Electronic Systems, 2024, 61 (1): 416- 432. |
| 29 | 侯小林, 羊彦, 高健健, 等. 雷达低截获概率信号及验证方法[J]. 西安电子科技大学学报, 2012, 39 (4): 184- 190. |
| HOU X L, YANG Y, GAO J J, et al. Methods for testing the low probability of interception performance of radar signals[J]. Journal of Xidian University, 2012, 39 (4): 184- 190. | |
| 30 |
ZHANG Z W, ZHU M T, LI Y J, et al. JDMR-Net: joint detection and modulation recognition networks for LPI radar signals[J]. IEEE Trans. on Aerospace and Electronic Systems, 2023, 59 (6): 7575- 7589.
doi: 10.1109/TAES.2023.3293074 |
| 31 | CHEN K Y, WANG L P, ZHANG J Y, et al. Semantic learning for analysis of overlapping LPI radar signals[J]. IEEE Trans. on Instrumentation and Measurement, 2023, 72, 8501615. |
| 32 |
WANG X T, LUO Z Y. Efficient TFI-based depth-tunable LPI radar waveform recognition network[J]. IEEE Signal Processing Letters, 2023, 30, 713- 717.
doi: 10.1109/LSP.2023.3284659 |
| 33 | 王霞, 何松华, 欧建平, 等. 用循环自相关法分析和比较雷达信号的截获性能[J]. 信号处理, 2015, 31 (3): 328- 335. |
| WANG X, HE S H, OU J P, et al. The LPI performance analysis and comparison of radar signals by cyclic autocorrelation method[J]. Journal of Signal Processing, 2015, 31 (3): 328- 335. |
| [1] | Chen TIAN, Yangyang GUAN, Chunliang DAI, Yu MAO. LPI based line formation design of multiple receivers for single-transmitter multiple-receiver cooperative radar system [J]. Systems Engineering and Electronics, 2025, 47(7): 2176-2184. |
| [2] | Zhaobo JIA, Lei YU, Yinsheng WEI. Fast optimization method for multi-criteria joint spectrally compatible waveform [J]. Systems Engineering and Electronics, 2025, 47(4): 1036-1047. |
| [3] | Haiying WANG, Qunying ZHANG, Wenhai CHENG, Jiaming DONG, Xiaojun LIU. Research progress on LPI radar signal modulation recognition and parameter estimation [J]. Systems Engineering and Electronics, 2024, 46(6): 1908-1924. |
| [4] | Xiaoyan NING, Shukai LI, Zhenduo WANG, Dongxu ZHAO. Information mapping LPI communication waveform under time-varying parameters [J]. Systems Engineering and Electronics, 2023, 45(5): 1526-1534. |
| [5] | Xiang FENG, Fengcong LI, Yu FAN, Tao LIU, Wenqing CUI, Yinan ZHAO. Radar composite waveform design with low range sidelobes based on particles sampling projection [J]. Systems Engineering and Electronics, 2023, 45(4): 1008-1015. |
| [6] | Xiao HAN, Shiwen CHEN, Meng CHEN, Jincheng YANG. Open-set recognition of LPI radar signal based on reciprocal point learning [J]. Systems Engineering and Electronics, 2022, 44(9): 2752-2759. |
| [7] | Guiguang XU, Xudong WANG, Fei WANG, Guobing HU, Yongxing GAO, Zehu LUO. LPI radar emitter signals recognition in low SNR based on SE-ResNeXt network [J]. Systems Engineering and Electronics, 2022, 44(12): 3676-3684. |
| [8] | Pengyu CAO, Chengzhi YANG, Limeng SHI, Hongchao WU. LPI radar signal enhancement based on DAE-GAN network [J]. Systems Engineering and Electronics, 2021, 43(9): 2493-2500. |
| [9] | Chenguang SHI, Jing DONG, Jianjiang ZHOU, Fei WANG. Overview of aircraft radio frequency stealth technology [J]. Systems Engineering and Electronics, 2021, 43(6): 1452-1467. |
| [10] | Shuai ZHAO, Songtao LIU, Huiyang WANG. LPI radar waveform recognition algorithm based on PSO-CNN [J]. Systems Engineering and Electronics, 2021, 43(12): 3552-3563. |
| [11] | Zhimei HAO, Jinping SUN, Meifang LUO. Waveform cluster design of low probability of intercept based on compound frequency coding [J]. Systems Engineering and Electronics, 2021, 43(11): 3137-3143. |
| [12] | Yinan ZHAO, Qun SONG, Xiang FENG, Zhongjie WU, Zhanfeng ZHAO. Waveform design based on ambiguity function formulation for moving target detection [J]. Systems Engineering and Electronics, 2020, 42(2): 263-270. |
| [13] | DAI Dingcheng, YAO Minli, JIN Wei, ZHANG Fenggan. Optimum design of sparse concentric rings array [J]. Systems Engineering and Electronics, 2018, 40(4): 739-745. |
| [14] | FU Ying, WANG Xing, ZHOU Yipeng, FAN Xiangyu. Recognition of LPI radar signals based on revised semi-supervised Naive Bayes [J]. Systems Engineering and Electronics, 2017, 39(11): 2463-2469. |
| [15] | HUANG Zhong-rui, NIU Zhao-yang, ZHANG Jian-yun. Design for orthogonal serial phase code waveform of MIMO radar based on sequential cone programming [J]. Systems Engineering and Electronics, 2015, 37(9): 2000-2009. |
| Viewed | ||||||
|
Full text |
|
|||||
|
Abstract |
|
|||||