专任教师

首页» 师资力量» 专任教师» 段克清 副教授

段克清 副教授

个人简介：

       中山大学电子与通信工程学院副教授、博导。2010年获工学博士学位。长期从事机载/星载雷达信号处理、空时自适应处理、认知雷达信号处理、阵列信号处理、压缩感知/稀疏恢复技术等方面的教学科研和人才培养工作，具有深厚的专业理论知识和工程实践能力，成果已应用于预警探测领域，对于提升多种运动平台的动目标探测能力发挥了重要作用。
        在IEEE Trans. AES、IEEE Trans. GRS、IEEE Trans. AC和雷达学报等国内外期刊与会议发表学术论文 80 余篇（其中SCI收录38篇），申请国家发明专利24项（授权17项），主持国家级重点课题子课题/基础加强、国家自然科学基金面上/青年基金、中国博士后面上资助、湖北省自然科学基金、中电/航天/中科院等军工研究所横向等项目近20项。获国家技术发明二等奖、省部级进步一等奖、省部级科技进步二等奖和中国电子科技集团科学技术三等奖各1项。担任《信号处理》学术期刊编委，入选中国电子学会高级会员和深圳市高层次人才。
        目前培养在读博士研究生4名、硕士生6名，已毕业硕士6人。主讲本科生课程《电路理论基础》和研究生课程《阵列信号处理》。
        Email：duankq@mail.sysu.edu.cn
 
主持科研项目：
1.国家级重点课题子课题, 雷达××检测技术, 2024.01-2024.12
2.国家级重点课题子课题, 雷达××自适应调整技术, 2022.01-2024.12
3.国家级基础加强项目, 机载雷达××抑制技术，2020.10-2024.10
4.国家自然科学基金面上基金, ××机载TS-MIMO雷达××研究, 2019.01-2022.12
5.国家自然科学基金青年基金, 基于联合稀疏恢复的××方法研究, 2016.01-2018.12
6.雷达信号处理全国重点实验室基金, 基于深度学习的空时自适应处理方法研究, 2023.12-2025.11
7.中国博士后基金面上资助, 基于杂波稀疏性的机载TS-MIMO雷达空时自适应处理方法研究, 2014.06-2016.12
8.湖北省自然科学基金, 机载共形阵雷达信号处理关键技术研究, 2016.01-2017.12
发表一作/通信论文：

2024年

1. Zizhou Qiu, Keqing Duan*, Yongliang Wang, Zhipeng Liao, Jinjun He. Designing constant modulus approximate binary phase waveforms for multi-target detection in MIMO radar, IEEE Transactions on Geoscience and Remote Sensing, 2024.
2. Runrong Chen, Haihong Wang, Keqing Duan*, Wenchong Xie. Estimation of Clutter Rank for Endfire Array Airborne Radar, IEEE Geoscience and Remote Sensing Letters, 2024.
3. Xingjia Yang, Keqing Duan*, Zizhou Qiu. Range ambiguous clutter suppression with azimuth-elevation 2D joint FDA-MIMO STAP for bistatic space-based early warning radar. 2024 IEEE Radar Conference, Denver, Colorado, USA, 2024.
4. Zizhou qiu, Keqing Duan*, Xingjia Yang. Range ambiguous clutter suppression for airborne radar using pulse phase coding. 2024 IEEE Radar Conference, Denver, Colorado, USA, 2024. ​
 

2023年

      1. Ning Cui, Kun Xing, Zhongjun Yu*, Keqing Duan*. Reduced-Complexity Subarray-Level Sparse Recovery STAP for Multichannel Airborne                  Radar WGMTI Application. IEEE Transactions on Aerospace and Electronic Systems, 08 May, 2023, DOI : 10.1109/TAES. 2023.3274104.

  1. Ning Cui, Kun Xing, Zhongjun Yu*, Keqing Duan*. Tensor-based sparse recovery space-time adaptive processing for large size data clutter suppression in airborne radar. IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(2): 907-922, 19 July, DOI: 10.1109/TAES. 2022. 3192223.
  2. Zizhou Qiu, Zhipeng Liao, Jingwei Xu, Keqing Duan* Range-Ambiguous Clutter Suppression for Space-Based Early Warning Radar Using Vertical FDA and Horizontal EPC. IEEE Geoscience and Remote Sensing Letters, March, 2023. DOI: 10.1109/LGRS.2023.3260996.
  3. Zhipeng Liao, Keqing Duan#, Jinjun He, et al. Robust adaptive beamforming based on a convolutional neural network. Electronics, June, 2023, DOI: org/10.3390/ electronics12122751.
  4. Xingjia Yang, Weiwei Wang, Yongliang Wang, Keqing Duan*. Clutter Modeling and Analysis for Bistatic Space-Based Early Warning Radar with GEO Transmitter and LEO Receiver, IEEE International Radar Conference 2023, Sydney, Australia, November 2023.
  5. Haihong Wang, Runrong Chen, Wenchong Xie, Keqing Duan*. A Reduced-Dimensional STAP Scheme for End-Fire Array Airborne Radar, IEEE International Radar Conference 2023, Sydney, Australia, November 2023.
  6. Zhipeng Liao, Zizhou Qiu, Yongliang Wang, Keqing Duan*. Space-time Adaptive Processing Using a Model-based Deep Learning Method, IEEE International Radar Conference 2023, Sydney, Australia, November 2023.
  7. Yufan Li, Keqing Duan*, Yongliang Wang. Reduced-dimensional 3D-STAP with multibeam and multichannel for space-based radar, IEEE International Radar Conference 2023, Sydney, Australia, November 2023.
  8. Yufan Li, Xingjia Yang, Keqing Duan*, Yongliang Wang. Performance analysis of subarray-level STAP for space-based early warning radar. IET Radar Conference 2023, Chongqing, December 2023.
  9. Haihong Wang, Runrong Chen, Wenchoing Xie, Keqing Duan*. Cramer -Rao Bounds of Direction-of-Arrival Estimation for End-Fire Array Airborne Radar. IET Radar Conference 2023, Chongqing, December 2023.
  10. Jinjun He, Haihong Wang, Keqing Duan*. Cramer-Rao bound assessment for maned-unmanned bistatic airborne radar. IET Radar Conference 2023, Chongqing, December 2023.
  11. Jinjun He, Zhipeng Liao, Zizhou Qiu, Keqing Duan*. Modeling and Analysis for Manned-Unmanned Bistatic Airborne Radar, 2023 6th International Conference on Information Communication and Signal Processing, Xi’an Shanxi, September 2023.

​​2022年

  1. Xiang Li, Xingjia Yang, Yugang Wang, Keqing Duan*. Gridless sparse clutter nulling STAP based on particle swarm optimization. IEEE Geoscience and Remote Sensing Letters, 2022, DOI: 10.1109/LGRS.2022.3158059.
  2. Ning Cui, Keqing Duan*, Kun Xing, Zhongjun Yu. Beam-space reduced-dimension 3D-STAP for nonside-looking airborne radar. IEEE Geoscience and Remote Sensing Letters, 2022, 19: DOI: 10.1109/LGRS.2021.3080291.
  3. Keqing Duan#, Xingjia Yang, Honngtu Xie, Yongliang Wang. Sparsity-based space-time adaptive processing using convolutional neural network. IET Radar Conference 2020, Chongqing, December 2020.
  4. 段克清#, 李雨凡, 邱梓洲, 王永良. 天基预警雷达低自由度STAP方法研究.雷达学报, 2022, 11(5): 871-883.
  5. 杨兴家, 段克清*, 李想, 祁炜. 无人机集群协同探测距离解模糊方法. 系统工程与电子技术, 2022, 44(2): 480-489.
2021年
  1. Ning Cui, Kun Xing, Keqing Duan*, Zhongjun Yu*. Knowledge-aided block sparse Bayesian learning STAP for phased-array MIMO airborne radar. IET Radar, Sonar & Navigation, 2021, 15(12): 1628-1642.
  2. Keqing Duan#, Hui Chen, Wenchong Xie, Yongliang Wang. Deep learning for high-resolution estimation of clutter angle-Doppler spectrum in STAP. IET Radar, Sonar & Navigation, 2021, DOI: 10.1049/rsn2.12176.
  3. Hong Xu, Keqing Duan*, Huadong Yuan, Yongliang Wang. Adaptive fixed-lag smoothing algorithms based on the variational Bayesian method. IEEE Transactions on Automatic Control, 2021, 66(10):4881-4887.
  4. Xiang Li, Keqing Duan*, Xingjia Yang, Yugang Wang. Space-time adaptive processing using convolutional neural network. CIE International Conference on Radar, Haikou, Hainan, China, 2021.
  5. Xingjia Yang, Keqing Duan*, Xiang Li, Yugang Wang. The LCMV pattern synthesis based on partition optimization for cooperative detection using UAV swarm. CIE International Conference on Radar, Haikou, Hainan, China, 2021.
  6. 段克清#, 李想, 行坤, 王永良. 基于卷积神经网络的天基预警雷达杂波抑制方法. 雷达学报, 2021, 11(3): 386-398.
  7. 崔宁, 行坤, 段克清*, 喻忠军*. 基于张量结构的快速三维稀疏贝叶斯学习STAP方法. 雷达学报, 2021, 10(6): 920-927.
2020年之前
  1. Keqing Duan#, Hong Xu, Huadong Yuan, Hongtu Xie, Yongliang Wang. Reduced-DOFs three-dimension STAP via subarray synthesis for non-sidelooking planar array airborne radar. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(4): 3311-3325. 
  2. Keqing Duan#, Huadong Yuan, Hong Xu, Weijian Liu, Yongliang Wang. Sparsity-based non-stationary clutter suppression technique for airborne radar, IEEE ACCESS, 2018, 6:56162-56169.
  3. Huadong Yuan, Hong Xu, Keqing Duan*, et al. Cross-spectral metric smoothing-based GIP for space-time adaptive processing. IEEE Geoscience and Remote Sensing Letters, 2019, 16(9): 1388-1392.
  4. Keqing Duan#, Weijian Liu, Guangqing Duan, Yongliang Wang. Off-grid effects mitigation exploiting knowledge of the clutter ridge for sparse recovery STAP. IET Radar Sonar & Navigation, 2018, 12(5): 557-564.
  5. Keqing Duan#, Zetao Wang, Wenchong Xie, et al. Sparsity-based STAP algorithm with multiple measurement vectors via sparse Bayesian learning strategy for airborne radar. IET Signal Processing, 2017, 11(5): 544-553.
  6. Keqing Duan#, Ming Liu, Huanyao Dai, et al. Two-stage detector for mismatched subspace signa. IEEE Geoscience and Remote Sensing Letters, 2017, 14(12): 2270-2274.
  7. Keqing Duan#, Wenchong Xie, Yongliang Wang, et al. A deterministic auto-regressive STAP approach for nonhomogenerous clutter suppression. Multidimensional System Signal Processing, 2016, 27:105-109.
  8. Yongliang Wang, Keqing Duan*, Wenchong Xie. Cross beam STAP for nonstationary clutter suppression in airborne radar. International Journal of Antenna and Propagation, 2013: 1-5.
  9. Keqing Duan#, Wenchong Xie, Yongliang Wang. Nonstationary clutter suppression for airborne conformal array radar. SCIENCE CHINA, 2011, 54(10): 2170-2177.
  10. 段克清#, 袁华东, 许红, 谢文冲, 王永良. 稀疏恢复空时自适应处理技术研究综述. 电子学报, 2019, 47(3):48-756, 2019.
  11. 段克清#, 王泽涛, 谢文冲, 高飞, 王永良. 一种基于联合稀疏恢复的空时自适应处理方法. 雷达学报, 2014, 3(2): 229-234.
  12. 段克清#, 谢文冲, 陈辉, 王永良. 基于俯仰维信息的机载雷达非均匀杂波抑制方法.电子学报, 2011, 39(3): 585-590.
  13. 段克清#, 谢文冲, 王永良, 张增辉. 一种稳健的共形阵机载雷达杂波抑制方法.电子学报, 2011, 39(6): 1321-1326.
  14. 段克清#, 谢文冲, 王永良. 共形阵机载雷达杂波非平稳特性及抑制方法研究. 中国科学: 信息科学, 2011, 41(12): 1507-1516.
  15. 段克清#, 谢文冲, 王永良, 张增辉. 共形阵机载火控雷达杂波建模与杂波抑制. 系统工程与电子技术, 2011, 33(8): 1738-1744.
主要发明专利：
1.  第一发明人, 基于深度学习的机载雷达非均匀杂波抑制方法, 中国发明专利, ZL 202011340629.2.
2.  第一发明人, 基于近场效应的超稀疏阵列机载雷达动目标距离解模糊方法, 中国发明专利, ZL 202011340647.0.
3.  第一发明人, 一种基于深度学习的无人机集群动态方向图综合方法, 中国发明专利, ZL 202110892526.5.
4.  第一发明人, 一种三维超稀疏阵列静态方向图综合方法, 中国发明专利, ZL 202110893578.4.
5.  第一发明人, 基于深度学习的雷达抗主瓣干扰方法, 中国发明专利, ZL 202011357984.0.
6.  第一发明人, 机载雷达非均匀杂波抑制××方法, 中国发明专利, ZL 2012180008285.5.