Journal of Xidian University ›› 2023, Vol. 50 ›› Issue (2): 188-196.doi: 10.19665/j.issn1001-2400.2023.02.019
• Cyberspace Security & Others • Previous Articles Next Articles
GUO Qiang1,2(),CHEN Jiatian2,3(),QI Liangang1,2(),CHORNOGOR Leonid4()
Received:
2022-05-11
Online:
2023-04-20
Published:
2023-05-12
CLC Number:
GUO Qiang,CHEN Jiatian,QI Liangang,CHORNOGOR Leonid. Sea clutter suppression algorithm based on improved singular value decomposition[J].Journal of Xidian University, 2023, 50(2): 188-196.
"
组号 | 输入信杂 噪比 | OP算法的输 出信杂噪比 | OP-SVD算法的 输出信杂噪比 | SVD-FRFT算法 的输出信杂噪比 | SVD-MTI算法 的输出信杂噪比 | SVD-MTI算法 的信杂噪比增益 |
---|---|---|---|---|---|---|
第1组 | -30 | 失效 | 失效 | 失效 | 14.931 2 | 44.931 2 |
第2组 | -25 | 失效 | 失效 | 失效 | 17.939 5 | 42.939 5 |
第3组 | -20 | 失效 | 失效 | 失效 | 19.256 8 | 39.256 8 |
第4组 | -15 | 失效 | 失效 | 12.782 6 | 22.293 0 | 37.293 0 |
第5组 | -10 | 失效 | 9.063 3 | 14.465 8 | 22.978 3 | 32.9783 |
第6组 | -5 | 10.844 0 | 13.499 7 | 14.749 4 | 22.806 6 | 27.806 6 |
第7组 | 0 | 15.311 0 | 17.705 7 | 16.147 0 | 23.808 8 | 23.808 8 |
第8组 | 5 | 19.423 8 | 21.044 8 | 18.767 3 | 24.952 5 | 19.952 5 |
[1] | 梁壮, 温利武, 丁金闪. 改进型SVD-FRFT海杂波抑制方法[J]. 西安电子科技大学学报, 2021, 48(2):55-63. |
LIANG Zhuang, WEN Liwu, DING Jingshan. Improved SVD - FRFT Sea Clutter Suppression Method[J]. Journal of Xidian University, 2021, 48(2):55-63. | |
[2] |
CAI J, ZHOU H, HUANG W, et al. Ship Detection and Direction Finding Based on Time-Frequency Analysis for Compact HF Radar[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 18(1):72-76.
doi: 10.1109/LGRS.8859 |
[3] |
ZHOU L. Study on Sea Clutter Suppression Methods Based on a Realistic Radar Dataset[J]. Remote Sensing, 2019, 11(23):1-22.
doi: 10.3390/rs11010001 |
[4] | 左磊, 产秀秀, 禄晓飞, 等. 时频域分解海面回波及慢速微弱目标检测[J]. 西安电子科技大学学报, 2019, 46(5):84-90. |
ZUO Lei, CHAN Xiuxiu, LU Xiaofei et al. Decomposing Sea Echoes in the Time-Frequency Domain and Detecting a Slow-Moving Weak Target in the Sea Clutter[J]. Journal of Xidian University, 2019, 46(5):84-90. | |
[5] | ZHANG J, ZHANG X, DENG W, et al. Single Data Set Side-Lobe Cancellation Method for Non-Stationary Clutter Suppression in HF Mixed Mode Surface Wave Radar[C]// 2020 IEEE Radar Conference (RadarConf20).Piscataway:IEEE, 2020:1-6. |
[6] |
SHI Y L, SHUI P L. Target Detection in High-Resolution Sea Clutter via Block-Adaptive Clutter Suppression[J]. Iet Radar Sonar & Navigation, 2010, 5(1):48-57.
doi: 10.1049/iet-rsn.2009.0247 |
[7] |
LIU S, MA Y, HUANG Y. Sea Clutter Cancellation for Passive Radar Sensor Exploiting Multi-Channel Adaptive Filters[J]. IEEE Sensors Journal, 2019, 19(3):982-995.
doi: 10.1109/JSEN.2018.2879879 |
[8] | SHAN T, MA Y, TAO R, et al. Multi-Channel NLMS-Based Sea Clutter Cancellation in Passive Bistatic Radar[J]. Ieice Electronics Express, 2014, 11(20):1-12. |
[9] |
HAYKIN S. Radar Clutter Attractor:Implications for Physics,Signal Processing and Control[J]. IEEE Proceedings-Radar,Sonar and Navigation, 1999, 146(4):177-188.
doi: 10.1049/ip-rsn:19990403 |
[10] | YAN Y, XING H Y. A Sea Clutter Detection Method Based on LSTM Error Frequency Domain Conversion[J]. AEJ - Alexandria Engineering Journal, 2021, 61(1):883-891. |
[11] |
PAN M, SUN J, YANG Y, et al. Improved TQWT for Marine Moving Target Detection[J]. Journal of Systems Engineering and Electronics, 2020, 31(3):470-481.
doi: 10.23919/JSEE.5971804 |
[12] |
WANG G, XIA X G, ROOT B T, et al. Manoeuvring Target Detection in Over-The-Horizon Radar Using Adaptive Clutter Rejection and Adaptive Chirplet Transform[J]. IEEE Proceedings-Radar,Sonar and Navigation, 2003, 150(4):292-298.
doi: 10.1049/ip-rsn:20030700 |
[13] | WANG W, CHEN C, WANG Y. Sea Clutter Suppression Using EMD-SVD-FRFT Filtering[C]//2019 International Conference on Control,Automation and Information Sciences (ICCAIS). Piscataway:IEEE, 2019:1-5. |
[14] | YIN W, WU X, FENG C, et al. Suppression of Ionospheric Es Clutter in HFSWR[C]//International Conference on Radar. Piscataway:IEEE, 2006:1691-1693. |
[15] |
LU K, LIU X, LIU Y. Ionospheric Decontamination and Sea Clutter Suppression for HF Skywave Radars[J]. IEEE Journal of Oceanic Engineering, 2005, 30(2):455-462.
doi: 10.1109/JOE.2004.839936 |
[16] | GUAN Z, CHEN J, BAO Z. A Modified Adaptive Sea Clutter Suppression Algorithm Based on PSNR-HOSVD for Skywave OTHR[J]. Journal of Electronics & Information Technology, 2019, 41(7):1743-1750. |
[17] | 陈俊斌, 卢琨, 刘兴钊. 天波雷达短驻留时间下海杂波抑制的改进算法[J]. 上海交通大学学报, 2004, 38(9):95-99. |
CHEN Junbin, LU Kun, LIU Xingzhao. An Improved Ocean Clutter Cancellation Algorithm with Short Dwells in Sky-wave Radars[J]. Journal of Shanghai Jiaotong University, 2004, 38(9):95-99. | |
[18] | DONG Z, SUN J, SUN J, et al. Marine Weak Moving Target Detection Using Sparse Learning Dictionary[C]// 2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP).Piscataway:IEEE, 2019:420-424. |
[19] | CHEN Z, HE C, ZHAO C, et al. Using SVD-FRFT Filtering to Suppress First-Order Sea Clutter in HFSWR[J]. IEEE Geoscience & Remote Sensing Letters, 2017, 14(7):1076-1080. |
[20] | 时艳玲, 王磊, 李君豪. 基于投影空间下奇异值分解的海面小目标CFAR检测[J]. 系统工程与电子技术, 2022, 44(2):512-519. |
SHI Yanling, WANG Lei, LI Junhao. CFAR Detection for Small Targets on Sea Surface Based on Singular Value Decomposition in Projection Space[J]. Systems Engineering and Electronics, 2022, 44(2):512-519. | |
[21] | 赵学智, 叶邦彦. 分量形成方式对奇异值分解信号处理效果的影响[J]. 上海交通大学学报, 2011, 45(3):368-374. |
ZHAO Xuezhi, YE Bangyan. The Influence of Formation Manner of Component on Signal Processing Effect of Singular Value Decomposition[J]. Journal of Shanghai Jiaotong University, 2011, 45(3):368-374. |
[1] | ZHANG Qiang, YANG Xinpeng, ZHAO Shixiang, WEI Dongdong, HAN Zhen. Vehicle-target detection network for SAR images based on the attention mechanism [J]. Journal of Xidian University, 2023, 50(1): 36-47. |
[2] | DUAN Tingyu, SHUI Penglang, FENG Tian. Non-coherent integration constant false alarm rate detectors against the log-normal textured sea clutter [J]. Journal of Xidian University, 2022, 49(5): 1-8. |
[3] | ZHANG Jiaqi,TAO Haihong,ZHANG Xiushe,HAN Chunlei. A multi-frame track before detect algorithm utilizing measurement space clustering [J]. Journal of Xidian University, 2021, 48(5): 231-238. |
[4] | LIANG Zhuang,WEN Liwu,DING Jinshan. Improved SVD-FRFT sea clutter suppression method [J]. Journal of Xidian University, 2021, 48(2): 55-63. |
[5] | DUAN Chongdi,HAN Chaolei,YANG Zhiwei,ZHANG Qingjun. Inshore ambiguity clutter suppression method aided by clutter classification [J]. Journal of Xidian University, 2021, 48(2): 64-71. |
[6] | ZHANG Yanfei,SUN Wenjie,SUN Yumei,MENG Xiangwei,CHEN Xiangguang. Detection of the airborne MIMO radar moving target in the non-Gaussian clutter [J]. Journal of Xidian University, 2020, 47(3): 23-31. |
[7] | ZUO Lei,CHAN Xiuxiu,LU Xiaofei,LI Ming. Decomposing sea echoes in the time-frequency domain and detecting a slow-moving weak target in the sea clutter [J]. Journal of Xidian University, 2019, 46(5): 84-90. |
[8] | WU Yong,ZHENG Wei,NIU Wenlong,YANG Zhen. Robust detection of weak transient signals with changing background [J]. Journal of Xidian University, 2019, 46(4): 159-166. |
[9] | JIANG Xingguo,WAN Jinzhao,CAI Xiaodong,LI Haiou,CAO Yi. Algorithm for identification of fine-grained vehicles based on singular value decomposition and central metric [J]. Journal of Xidian University, 2019, 46(3): 82-88. |
[10] | WANG Hongyan,QIAO Huijiao,PEI Bingnan. Joint robust design of the space-time code and receive filter for multiple-input multiple-output radar [J]. Journal of Xidian University, 2019, 46(2): 69-77. |
[11] | LI Xue, AI Lirong, ZHOU Xiaojing, ZHANG Kai. Automatic assessment of children's vision [J]. Journal of Xidian University, 2018, 45(6): 150-155. |
[12] | CHEN Shichao;LUO Feng;LUO Meiyixiang;HU Chong. Estimation of parameters of Pareto distribution using Mellin transform [J]. Journal of Xidian University, 2018, 45(4): 18-22+117. |
[13] | HUANG Yong;LIU Fang. Detecting water bridge in SAR images via a scene semantic algorithm [J]. Journal of Xidian University, 2018, 45(4): 40-44. |
[14] | LIN Chenchen;HUANG Puming;WANG Weiwei;LI Yu. Range ambiguous clutter suppression for the SAR/GMTI system based on the frequency diverse array [J]. Journal of Xidian University, 2017, 44(5): 121-126. |
[15] | WU Xuzi;LIU Zheng;XIE Rong. New method for range-ambiguous clutter suppression in non-side-looking airborne radar [J]. Journal of Xidian University, 2017, 44(2): 1-7. |
|