Systems Engineering and Electronics ›› 2025, Vol. 47 ›› Issue (6): 1778-1785.doi: 10.12305/j.issn.1001-506X.2025.06.06
• Electronic Technology • Previous Articles Next Articles
Zhengyi ZHAO1,2,*, Pulong NAN1,2
Received:2024-05-17
Online:2025-06-25
Published:2025-07-09
Contact:
Zhengyi ZHAO
CLC Number:
Zhengyi ZHAO, Pulong NAN. Efficient space frequency adaptive processing method based on short-time Fourier transform[J]. Systems Engineering and Electronics, 2025, 47(6): 1778-1785.
| 1 | LI S, TANG X M, MA C J, et al. A blind anti-jamming algo rithm for array-based GNSS receivers using the MMSE criterion[C]// Proc. of the 8th International Conference on Signal and Image Processing, 2023. |
| 2 |
WANG J , LIU W X , CHEN F Q , et al. GNSS array receiver faced with overloaded interferences: anti-jamming performance and the incident directions of interferences[J]. Journal of Systems Engineering and Electronics, 2023, 34 (2): 335- 341.
doi: 10.23919/JSEE.2022.000072 |
| 3 |
WANG H , CHANG Q , XU Y . An integrated beam anti-jamming algorithm for low-orbit navigation augmentation[J]. IEEE Communications Letters, 2022, 26 (4): 877- 881.
doi: 10.1109/LCOMM.2022.3148137 |
| 4 | YAN D S, NI S Y. Overview of anti-jamming technologies for satellite navigation systems[C]//Proc. of the IEEE 6th Informa tion Technology and Mechatronics Engineering Conference, 2022. |
| 5 | NAN P L, WANG L J, PAN G F. Research on covariance matrix and freedom degree of GNSS anti-jamming array[C]//Proc. of the IEEE 6th International Conference on Signal and Image Processing, 2021. |
| 6 |
HAO F , WANG W , LI R . Robust wideband adaptive beamforming with adjustable nulls in high dynamic scene[J]. IEEE Communications Letters, 2023, 27 (11): 3053- 3057.
doi: 10.1109/LCOMM.2023.3319602 |
| 7 | 梁康贵, 肖玉林, 李鹏程. 基于空时自适应调零的导航抗干扰技术研究[J]. 航天电子对抗, 2022, 38 (4): 54-58, 64. |
| LIANG K G , XIAO Y L , LI P C . Study on navigation anti-jam ming technology based on space-time adaptive nulling algorithm[J]. Aerospace Electronic Warfare, 2022, 38 (4): 54-58, 64. | |
| 8 | CHEN J, HUANG F Y. Research on anti-jamming algorithm for beidou high-precision positioning[C]//Proc. of the 4th International Conference on Intelligent Control, Measurement and Signal Processing, 2022. |
| 9 | GLUSHANKOV E I, TSARIK V I. Space-frequency beamforming algorithms comparison with a circular antenna array[C]//Proc. of the Systems of Signals Generating and Processing in the Field of on Board Communications, 2023. |
| 10 | LIU P, WANG D, REN Q, et al. Space-frequency adaptive processing algorithm based on STFT for LFM interference suppression[C]//Proc. of the China Satellite Navigation Confe-rence, 2022. |
| 11 | WANG Y M, WANG X H, WANG X C, et al. Research on anti-wideband interference performance of SFAP algorithm[C]// Proc. of the International Conference on Microwave and Millimeter Wave Technology, 2023. |
| 12 |
WANG M , LUO X X , DONG J . Anti-jamming algorithm of polarization-sensitive array based on improved constraint matrix and orthogonal subspace projection[J]. IEEE Sensors Journal, 2023, 23 (24): 30835- 30846.
doi: 10.1109/JSEN.2023.3329833 |
| 13 | 李成城, 李鹏程. 卫星导航自适应调零天线抗干扰技术[J]. 电子信息对抗技术, 2020, 35 (6): 59- 63. |
| LI C C , LI P C . Anti-jamming technology of adaptive nulling antenna of satellite navigation[J]. Electronic Information Warfare Technology, 2020, 35 (6): 59- 63. | |
| 14 | LU J Q, CHU F, LI W M, et al. An improved multi-period LFM interference suppression method based on short-time fractional Fourier transform[C]//Proc. of the 7th International Conference on Computer and Communications, 2021. |
| 15 |
SAVASTA S , PRESTI L L , RAO M . Interference mitigation in GNSS receivers by a time-frequency approach[J]. IEEE Trans.on Aerospace and Electronic Systems, 2013, 49 (1): 415- 38.
doi: 10.1109/TAES.2013.6404112 |
| 16 |
SUN K , ZHANG M , YANG D K . A new interference detection method based on joint hybrid time-frequency distribution for GNSS receivers[J]. IEEE Trans.on Vehicular Technology, 2016, 65 (11): 9057- 9071.
doi: 10.1109/TVT.2016.2515718 |
| 17 | 张海宇. 基于时频分析的GNSS非平稳干扰抑制技术[D]. 长沙: 国防科技大学, 2019. |
| ZHANG H Y. GNSS non-stationary interference suppression technology based on time-frequency analysis[D]. Changsha: National University of Defense Technology, 2019. | |
| 18 |
TU X B , XU X M , ZOU Z G , et al. Fractional Fourier domain hopped communication method based on chirp modulation for underwater acoustic channels[J]. Journal of Systems Engineering and Electronics, 2017, 28 (3): 449- 456.
doi: 10.21629/JSEE.2017.03.05 |
| 19 |
SUN K , ELHAJJ M , OCHIENG W Y . A GNSS anti-interfe-rence method based on fractional Fourier transform[J]. IEEE Trans.on Aerospace and Electronic Systems, 2024, 60 (5): 5636- 5650.
doi: 10.1109/TAES.2024.3366147 |
| 20 | SUN K, ZHANG J. GNSS Interference detection test by using fractional Fourier transform[C]//Proc. of the IEEE 5th International Conference on Computer and Communications, 2019. 837-842. |
| 21 | ZHENG Y F, SUN K W, CHEN Y Y. A GNSS Interference detection method by using radon-wigner transform[C]//Proc. of the International Conference on Intelligent Computing and Signal Processing, 2022. 594-598. |
| 22 |
邹芳, 周欢, 鲜明. 一种空域-时频域联合的抗干扰算法[J]. 电光与控制, 2007, 14 (1): 48- 52.
doi: 10.3969/j.issn.1671-637X.2007.01.014 |
|
ZOU F , ZHOU H , XIAN M . A space-time-frequency adaptive processing anti-jamming algorithm[J]. Electronicc Optics and Control, 2007, 14 (1): 48- 52.
doi: 10.3969/j.issn.1671-637X.2007.01.014 |
|
| 23 |
刘影, 谢驰. 基于小波时间延迟估计的宽带信号波束形成算法研究[J]. 电子科技大学学报, 2018, 47 (2): 183- 188.
doi: 10.3969/j.issn.1001-0548.2018.02.004 |
|
LIU Y , XIE C . Broadband signal beamforming algorithm based on the wavelet and time delay estimation[J]. Journal of University of Electronic Science and Technology of China, 2018, 47 (2): 183- 188.
doi: 10.3969/j.issn.1001-0548.2018.02.004 |
|
| 24 |
ZHANG Y M , AMIN M G . Array processing for nonstationary interference suppression in DS/SS communications using subspace projection techniques[J]. IEEE Trans.on Signal Processing, 2001, 49 (12): 3005- 3014.
doi: 10.1109/78.969509 |
| 25 | 王沛尧, 朱岱寅. 一种基于短时傅里叶变换的空频自适应处理抗干扰方法[P]. 中国: 202010762611. 5, 2021-10-22. |
| WANG P Y, ZHU D Y. A space frequency adaptive processing anti interference method based on short time Fourier transform[P]. China: 202010762611. 5, 2021-10-22. | |
| 26 |
刘鹏, 王盾, 彭博. 面向线性调频干扰的空频自适应处理算法[J]. 系统工程与电子技术, 2023, 45 (12): 3772- 3780.
doi: 10.12305/j.issn.1001-506X.2023.12.07 |
|
LIU P , WANG D , PENG B . Space-frequency adaptive processing algorithm for LFM interference[J]. Systems Engineering and Electronics, 2023, 45 (12): 3772- 3780.
doi: 10.12305/j.issn.1001-506X.2023.12.07 |
|
| 27 | JALIL A, YOUSAF H, BAIG M I. Analysis of CFAR techniques[C]//Proc. of the International Bhurban Conference on Applied Sciences & Technology, 2016. |
| 28 | LIANG Z H, JIN Y H, LIANG B G, et al. A modified CA-CFAR multi-human detection algorithm in complex environment using radar[C]//Proc. of the International Conference on Electronic Engineering and Information Systems, 2024. |
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