孙萌

个人信息Personal Information

副教授 硕士生导师

招生学科专业:
信息与通信工程 -- 【招收硕士研究生】 -- 电子信息工程学院
电子信息 -- 【招收硕士研究生】 -- 电子信息工程学院

性别:男

毕业院校:南特大学(法国)

学历:南特大学

学位:工学博士学位

所在单位:电子信息工程学院

办公地点:电子信息工程学院512

电子邮箱:

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个人简介Personal Profile

孙萌博士,IEEE Senior Member,南京航空航天大学电子信息工程学院副教授、硕导。20169月毕业于法国南特大学,2019年入选上海市上海青年科技英才扬帆计划。从事干扰源定位、阵列信号处理、机器学习等相关领域研究。主持和参与国家自然科学基金等多项国家级和省部级项目,以第一作者和通讯作者身份发表相关领域的高水平论文30余篇,多篇论文在信号处理领域顶级期刊IEEE SIGNAL PROC MAGIEEE T SIGNAL PROCES,地学顶级期刊IEEE T GEOSCI REMOTE,智能交通领域顶级IEEE T INTELL TRANSP等顶级期刊上发表,公开专利20余项。科研成果获得中国雷达行业协会科学技术奖一等奖1项、“互联网+”全国大赛银奖1项。

主要研究方向阵列信号处理;频谱分析;干扰源定位;机器学习;智能优化算法。

学习工作经历:

201610 - 201702 Institut d'électronique et des Technologies du numérique (IETR) 实验室研究助理

201312 - 201609 法国南特大学,信号与信息处理专业博士

代表作(近5年):

  • Meng Sun, Jingjing Pan, Cédric Le Bastard, Yide Wang and Jianzhong Li. Advanced signal processing methods for ground penetrating radar: applications to civil engineering. IEEE Signal Processing Magazine, vol. 36, no. 4, pp: 74-84, 2019. IF: 15.204

  • Xudong Dong, Jun Zhao, Meng Sun (通讯作者), Xiaofei Zhang, Yide Wang. A Modified δ-Generalized Labeled Multi-Bernoulli Filtering for Multi-Source DOA Tracking with Coprime Array. IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 9424-9437, 2023. IF: 8.346.

  • Xudong Dong, Meng Sun (通讯作者), Jun Zhao, Xiaofei Zhang, Yide Wang. Enhanced BNC Approach for Non-Circular Signals Direction Finding with Sparse Arrayin the Scenario of Impulsive Noise. IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 5, pp. 6265-6277, 2023.

  • Jingjing Pan, Meng Sun (通讯作者), Xudong Dong, et al. Enhanced DOA estimation with co-prime array in the scenario of impulsive noise: a pseudo snapshot augmentation perspective. IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 11603-11616, 2023. IF: 6.239.

  • Meng Sun, Shiyu Mao, Xudong Dong, et al. DOA estimation with co-prime array by a combined BNC-PFLOM method in presence of impulsive noise. IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 70, no. 7, pp. 2695-2699, 2023.

  • Xudong Dong, Meng Sun, Jun Zhao, Xiaofei Zhang. An Improved PHD Filtering for DOA Tracking with Sparse Array via Unscented Transform Strategy. IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 70, no. 8, pp. 3174-3178, 2023.

  • Jingjing Pan, Meng Sun (通讯作者), Yide Wang, et al. Simplified spatial smoothing for DOA estimation of coherent signals. IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 70, issue: 2, pp: 841-845, 2023.

  • Meng Sun, Jingjing Pan, Yide Wang,  Xiaofei Zhang et al. Time-Delay Estimation by Enhanced Orthogonal Matching Pursuit Method for Thin Asphalt Pavement With Similar Permittivity. IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 8940-8948, 2022. IF: 9.551.

  • Xudong Dong, Xiaofei Zhang, Jun Zhao, Meng Sun (通讯作者). Non-Circular Sources DOA Estimation for Coprime Array With Impulsive Noise: A Novel Augmented Phased Fractional Low-Order Moment. IEEE Transactions on Vehicular Technology, vol. 71, no. 10, pp. 10559-10569, 2022. IF: 6.239.

  • Jingjing Pan,  Meng Sun (通讯作者), Yide Wang, Cédric Le Bastard and Vincent Baltazart. Time-Delay Estimation by a Modified Orthogonal Matching Pursuit Method for Rough Pavement. IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 4, 2973-2981, 2021.  IF: 8.125.

  • Jingjing Pan,  Meng Sun (通讯作者), Yide Wang and Xiaofei Zhang. An Enhanced Spatial Smoothing Technique With ESPRIT Algorithm for Direction of Arrival Estimation in Coherent Scenarios. IEEE Transactions on Signal Processing, vol. 68, 3635-3643, 2020. IF: 4.875.

  • Jingjing Pan,  Meng Sun (通讯作者), Yide Wang, Cédric Le Bastard and Vincent Baltazart. A time-delay estimation approach for coherent GPR signals by taking into account the noise pattern and radar pulse. Signal Processing, vol. 176, 2020.  IF: 4.729.

  • Meng Sun, Yide Wang, Jingjing Pan. Direction of Arrival estimation by modified Orthogonal Propagator Method with spline interpolation. IEEE Transactions on Vehicular Technology, vol.68, no.11, pp: 11389 – 11393, 2019.  IF: 6.239.

  • Meng Sun, Yide Wang, Jingjing Pan. Direction of Arrival estimation by modified Orthogonal Propagator Method with linear prediction in low SNR scenarios. Signal Processing, vol. 156, pp: 41-45, 2019. IF: 4.729.


其它论著

  • Xudong Dong, Xiaofei Zhang, Jun Zhao, Meng Sun, Qihui Wu. Multi-Maneuvering Sources DOA Tracking with Improved Interactive Multi-Model Multi-Bernoulli Filter for Acoustic Vector Sensor (AVS) Array, IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 7825-7838, 2021.

  • Jingjing Pan, Cédric Le Bastard, Yide Wang, Meng Sun (通讯作者). Time-Delay Estimation using Ground Penetrating Radar with a Support Vector Regression based Linear Prediction Method. IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 5, pp: 2833-2840, 2018.  IF: 8.125.

  • Meng Sunet al. Time Delay and Interface Roughness Estimation Using Modified ESPRIT with Interpolated Spatial Smoothing Technique. IEEE Transactions on Geoscience and Remote Sensing, vol. 56 no. 3, pp: 1475-1484, 2018.  IF: 8.125. 

  • Xudong Dong, Xiaofei Zhang, Jun Zhao, Meng Sun. DOA Estimation for Coprime Array with Mixed Noise Scenario via Phased Fractional Low-Order Moment, IEEE Wireless Communications Letters, vol. 10, no. 11, pp. 2567-2571, 2021.

  • Feng Lin, Meng Sun (通讯作者)  et al. Deep Learning-Based Time Delay Estimation Using Ground Penetrating Radar. Electronics, 12(9), 2141, 2023.

  • Meng Sunet al. A modified Min-Norm for time delay and interface roughness estimation by ground penetrating radar: experimental results. IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 2, pp: 188-191, 2019.  

  • Cédric Le Bastard, Jingjing Pan, Yide Wang, Meng Sunet al. A linear prediction and support vector regression based debonding detection method using step-frequency ground penetrating radar, IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 3, pp. 367-371, 2019.

  • Meng Sunet al. Estimation of time delay and interface roughness by GPR using modified MUSIC, Signal Processing, vol. 132, pp: 272-283, 2017. 

  • Jianzhong Li, Yide Wang, Cédric Le Bastard, Gang Wei, Biyun Ma, Meng Sun (通讯作者), Zhiwen Yu. Simplified High-Order DOA and Range Estimation With Linear Antenna Array, IEEE Communications Letters, vol. 21, no. 1, pp:76-79, 2017. 

  • Meng Sun, Cédric Le Bastard, Yide Wang, Nicolas Pinel. Time-Delay Estimation Using ESPRIT With Extended Improved Spatial Smoothing Techniques for Radar Signals, IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 1, pp: 73-77, 2016. 

  • Jianzhong Li, Cédric Le Bastard, Yide Wang, Gang Wei, Biyun Ma, Meng Sun (通讯作者). Enhanced GPR Signal for Layered Media Time-Delay Estimation in Low-SNR Scenario, IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 3, pp: 299-303, 2016.


  • 教育经历Education Background
  • 工作经历Work Experience
  • 研究方向Research Focus
  • 社会兼职Social Affiliations
  • 智能优化
  • 机器学习
  • 干扰源定位
  • 频谱分析
  • 阵列信号处理