邓振淼 教授

邓振淼，教授，博导，中山大学“百人”计划，深圳鹏城孔雀计划特聘岗位B类

Email：dengzhm7@mail.sysu.edu.cn

研究方向：

雷达信号处理、雷达系统设计、雷达成像与目标识别

个人简介：

2007年博士毕业于南京航空航天大学，2007年至2009年在南京航空航天大学博士后，2008年至2010年在中电十四所工作，2010年至2020年3月在厦门大学任教。2020年至今在中山大学任教，现为广东省先进智能感知技术重点实验室副主任。2018年获军队科技进步一等奖，获厦门市高层次人才“双百计划”资助。中国电子学会高级会员，IEEE会员。IEEE TGRS、 TIE、TSP、TITS、TAES等期刊审稿人。

学术成果：

发表SCI/EI论文80余篇，包括IEEE TNNLS、IEEE TGRS、IEEE TAES、Signal Processing等一区二区期刊论文二十余篇篇。授权国家发明专利二十余。

教学与人才培养：

主讲过《概率论与数理统计》、《通信原理》和《离散数学》等课程，现主讲本科生课程《数字信号处理》和研究生课程《统计信号处理》、《现代数字信号处理》。指导硕士研究生毕业十余名，博士研究生毕业七名。指导多名学生获得研究生国家奖学金，指导多批学生参加美国大学生数学建模竞赛及亚太数学建模竞赛并获奖。

科研成果：

作为项目主持人和主要完成人承担50余项科研项目，包括"973"项目、国家"863"项目、装备预研项目等。开展军民融合应用研究，基于毫米波雷达的智慧安防与智能交通应用研究分别获得福建省科技厅产学合作和广东省基础与应用基础研究基金重点项目支持。

代表性论文(2015至今)：

1. Yutian Lei, Zhenmiao Deng, Du Li, Mingjuan Wu, “FMCW radar based high-precision gridless non-contact vital signs monitoring for Internet of Medical Things.”, Computer Methods and Programs in Biomedicine, 2025. (SCI，中科院2区，JCR Q1)
2. Wei He, Zhenmiao Deng, Pingping Pan, Yishan Ye, “Bi-directional Radar-Camera Fusion with Dual Cross-Attention for 3D Object Detection.”, IEEE Sensors Journal, 2025. (SCI，中科院3区，JCR Q2)
3. Xinjie Ma, Yunjie Zeng, Gang Wu, Ye Ge, Jingyu Cong, Zhenmiao Deng, “Detection of Radar Target Wrapped in Plasma Sheath Based on Intrapulse Energy Focusing”, IEEE Transactions on Aerospace and Electronic Systems ,2025. (SCI，中科院2区，JCR Q1)
4. Xinyu Liu, Zhenmiao Deng, Gui Zhang, “Targetless Radar–Camera Extrinsic Parameter Calibration Using Track-to-Track Association”, Sensors, 2025. (SCI，中科院3区，JCR Q2)
5. Zekai Huang, Peiwu Jiang, Maozhong Fu, Zhenmiao Deng, “Angle Estimation for Range-Spread Targets Based on Scatterer Energy Focusing”, Sensors, 2025. (SCI，中科院3区，JCR Q2)
6. Jianye Xu, Maozhong Fu, Zhenmiao Deng，“Angle Estimation Based on Wave Path Difference Rate of Change Ambiguity Function”, remote sensing, 2025. (SCI，中科院2区，JCR Q1)
7. Chao Zhu, Zhenmiao Deng，“DOA Estimation Based on Sparse Bayesian Learning with Moving Synthetic Virtual Array”, Electronics Letters, 2024. (SCI)
8. Sha Yuan, Shaocan Fan, Zhenmiao Deng, Pingping Pan, “Heart Rate Variability Monitoring Based on Doppler Radar Using Deep Learning”, Sensors, 2024. (SCI，中科院3区，JCR Q2)
9. Shaocan Fan, Zhenmiao Deng, “Chest Wall Motion Model of Cardiac Activity for Radar-Based Vital-Sign-Detection System”, Sensors, 2024. (SCI，中科院3区，JCR Q2)
10. Ye Qiu, Xinjie Ma, Xinglong Li, Shaocan Fan, Zhenmiao Deng, Xiaohong Huang, “Non-Contact Blood Pressure Estimation From Radar Signals by a Stacked Deformable Convolution Network”, IEEE Journal of Biomedical and Health Informatics, 2024. (SCI，中科院2区，JCR Q1)
11. Ye Qiu, Xinglong Li, Zhenmiao Deng, Xiaohong Huang, Pingping Pan, Xinjie Ma, “A Low-Cost Dual-Path Feature Fusion Network for Omnidirectional Human Motion Recognition Using Monostatic Radar”, IEEE Transactions on Aerospace and Electronic Systems, 2024. (SCI，中科院2区，JCR Q1)
12. Yishan Ye, Zhenmiao Deng, Xiaohong Huang, “A novel detector for range-spread target detection based on HRRP-pursuing”, Measurement, 2024. (SCI，中科院2区TOP，JCR Q1)
13. Yishan Ye, Zhenmiao Deng, Pingping Pan, Wei He, “Range-Spread Target Detection Networks Using HRRPs”, Remote Sensing, 2024. (SCI，中科院2区TOP，JCR Q1)
14. Xinglong Li, Ye Qiu, Zhenmiao Deng, Xinyu Liu, Xiaohong Huang, “Lightweight Multi-Attention Enhanced Fusion Network for Omnidirectional Human Activity Recognition with FMCW Radar”, IEEE Internet of Things Journal，2024. (SCI, 中科院2区Top, JCR Q1)
15. Shaohui Yao, Jingyu Cong, Du Li, Zhenmiao Deng, “Non-Contact Vital Sign Monitoring With FMCW Radar via Maximum Likelihood Estimation”，IEEE Internet of Things Journal，2024. (SCI, 中科院2区Top, JCR Q1)
16. Wei He, Zhenmiao Deng, Yishan Ye, Pingping Pan, “ConCs-Fusion: A Context Clustering-Based Radar and CameraFusion for Three-Dimensional Object Detection”, Remote Sensing, 2023. (SCI，中科院2区TOP，JCR Q1)
17. Shaocan Fan, Zhenmiao Deng, Qingfeng Du, Pingping Pan, Sha Yuan,Xiaohong Huang, “Radiofrequency Doppler echocardiography”, Measurement, 2023. (SCI，中科院2区TOP，JCR Q1)
18. Chao Zhu, Zhenmiao Deng, “DOA Estimation Based on Sparse Bayesian Learning with Moving Synthetic Virtual Array”, ELECTRONICS LETTERS, 2023. (SCI，中科院4区，JCR Q3)
19. Gui Zhang, Zhenmiao Deng, Xinyu Liu, Yishan Ye, “Efficient Low-light Image Enhancement Using Radar–Camera Fusion Framework”, International Conference on Signal and Image Processing (ICSIP), 2023.（EI）
20. Yishan Ye, Zhenmiao Deng∗, Pingping Pan, Weijie Ma, Xiaohong Huang, “Doppler-Spread Targets Detection for FMCW Radar Using Concurrent RDMs”, IEEE Transactions on Vehicular Technology, 2022. (SCI, 中科院2区Top, JCR Q1)
21. Weijie Ma, Guoyong Tu, Zhenmiao Deng∗, Xiaofei Lu, Yishan Ye, Yuhan Li, “A novel wideband radar detector via Wiener filter”, Electronics Letters, 2022. (SCI)
22. Pingping Pan, Yunjian Zhang, Zhenmiao Deng, Shaocan Fan, Xiaohong Huang, “TFA-Net: A Deep Learning-Based Time-Frequency Analysis Tool”, IEEE Transactions on Neural Networks and Learning Systems, 2022. (SCI, 中科院1区Top, JCR Q1)
23. Pingping Pan, Yunjian Zhang, Zhenmiao Deng, Gang Wu, “Complex-Valued Frequency Estimation Network and Its Applications to Superresolution of Radar Range Profiles”, IEEE Transactions on Geoscience and Remote Sensing, 2022. (SCI, 中科院2区Top, JCR Q1)
24. Yunjian Zhang, Pingping Pan, Zhenmiao Deng, Gang Wu, “Range-spread target detector via coherent energy accumulation and block thresholding denoising”, Journal of Systems Engineering and Electronics, 2021. (SCI)
25. Pingping Pan, Yunjian Zhang∗, Zhenmiao Deng, Wei Q, “Deep Learning-Based 2-D Frequency Estimation of Multiple Sinusoidals”, IEEE Transactions on Neural Networks and Learning Systems, 2021. (SCI, 中科院1区Top, JCR Q1)
26. Maozhong Fu, Haixin Sun∗, Zhenmiao Deng, Yuhan Li, Yunjian Zhang, “A novel method for fast detection of high-speed targets”, Signal Processing, 2021. (SCI, 中科院2区Top, JCR Q1)
27. Maozhong Fu, Chunxian Gao, Yuhan Li, Zhenmiao Deng, Daqing Chen, “Monopulse-Radar Angle Estimation of Multiple Targets Using Multiple Observations”, IEEE Transactions on Aerospace and Electronic Systems, 2021. (SCI, 中科院3区, JCR Q2)
28. Yunjian Zhang, Pingping Pan, Maozhong Fu, Zhenmiao Deng, Yixiong Zhang, Hui Liu, “Unambiguous velocity estimation method based on intra-pulse cross-correlation”, IET Radar, Sonar & Navigation, 2020. (SCI)
29. Maozhong Fu， Yixiong Zhang, Risheng Wu,Zhenmiao Deng, Yunjian Zhang，Xiangyu Xiong. “Fast Range and Motion Parameters Estimation for Maneuvering Targets Using Time-Reversal Process”, IEEE Transactions on Aerospace and Electronic Systems, 2019. (SCI, 中科院3区, JCR Q2)
30. Xiangyu Xiong, Zhenmiao Deng∗, Wei Qi, Hai Ou, Zijian Cui, “A Novel High-Precision Range Estimation Method Based on Phase of Wideband Radar Echo”, IEEE Transactions on Geoscience and Remote Sensing, 2019. (SCI, 中科院2区Top, JCR Q1)
31. Xiangyu Xiong, Hui Liu, Zhenmiao Deng, Maozhong Fu, Wei Qi, Yunjian Zhang, “Micro-Doppler Ambiguity Resolution With Variable Shrinkage Ratio Based on Time-Delayed Cross Correlation Processing for Wideband Radar”, IEEE Transactions on Geoscience and Remote Sensing, 2019. (SCI, 中科院2区Top, JCR Q1)
32. Xiangyu Xiong, Zhenmiao Deng*, Wei Qi, Yujiang Dou, “High-precision angle estimation based on phase ambiguity resolution for high resolution radars”, Science China Information Sciences, 2019. (SCI, 中科院2区, JCR Q1)
33. Yi-xiong Zhang, Ru-jia Hong, Ping-ping Pan, Zhen-miao Deng, Qi-Fan Liu, “Frequency Domain Range Sidelobe Correction in Stretch Processing for Wideband LFM Radars”, IEEE Transactions on Aerospace and Electronic Systems, 2017. (SCI, 中科院2区Top, JCR Q1)
34. Yunjian Zhang, Zhenmiao Deng∗, Jianghong Shi, Yixiong Zhang, Hui Liu, “Sea clutter modeling using an autoregressive generalized nonlinear-asymmetric GARCH model”, Digital Signal Processing, 2017. (SCI, 中科院3区, JCR Q2)
35. Zhenmiao Deng∗, Rongrong Xu, Yixiong Zhang, Yishan Ye, “Compound time-frequency domain method for estimating parameters of uniform-sampling polynomial-phase signals on the entire identifiable region”, IET Signal Processing, 2016. (SCI)
36. Yunjian Zhang, Jianghong Shi, Zhenmiao Deng, Pingping Pan, “Detection in sea clutter based on nonlinear ARCH model”, Digital Signal Processing, 2016. (SCI)
37. Zhenmiao Deng∗, Maozhong Fu, Sheng Jin, Yixiong Zhang, Wang Ziling, “Joint Estimation of Motion Parameters Using Newton’s Method”, IEEE Transactions on Aerospace and Electronic Systems, 2015. (SCI, 中科院3区, JCR Q2)