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陈枫
发布时间： 2020年11月20日 14时57分  作者：   来源：   浏览次数：


   

陈枫，博士、教授、西南大学人工智能学院副院长。电子科技大学本硕博，国家公派麻省理工学院博士。曾担任哈佛大学，麻省总医院（MGH）研究员，浙江大学金融大数据中心客座研究员，智能传动和控制技术国家地方联合工程研究中心、类脑计算与智能控制重庆市重点实验室学术带头人，IEEE\ACM\CCF会员。
    主要从事信号处理、分布式信息处理、图像处理、异常检测及信息安全估计等方面的研究工作。近年来在包括IEEE Internet of Things Journal、IEEE Transactions on Industrial Informatics、IEEE Transactions on Circuits and Systems I: Regular Papers、IEEE Transactions on Aerospace and Electronic Systems、Information Sciences、Signal Processing、中国物理快报等SCI收录的国际期刊上发表学术论文六十余篇。研究成果曾被Nature China作为突出成果Highlight，并在Nature网站上加以报道。围绕科技成果转化与应用撰写多个决策咨询报告，并分别被国家教育部，重庆市委办公厅等部门采用。
    担任国家教育部学位论文通讯评审专家、重庆市科技局\大数据局\公安局评审专家、陕西省科技厅评审专家。担任IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Industrial Informatics等三十余个期刊审稿人。
    指导学生多次获美国大学生数学建模比赛，TI杯电子设计竞赛，合泰杯电子竞赛奖励，指导学生成功申请国创项目，市创项目多项。指导硕士毕业生十余名。毕业生去向包括伦敦大学学院、浙江大学、华南理工、武汉大学、电子科技大学、重庆大学深造，以及科大讯飞、中国电科、中国电信、传音科技等企事业单位。


联系邮箱：fengchenmit@swu.edu.cn

 

一、部分科研论文（一作/通信作者）


  1. 1 .邵晓丹，陈枫*，et al,面向大规模接入的通信感知一体化,中国科学(信息科学), 2023, 53,6，1197-1211. 影响因子7.275

  2. 2 .Jiapeng Li, Xiaodan Shao*, Feng Chen*, Shaohua Wan, Chang Liu, Zhiqiang Wei, Derrick Wing Kwan Ng，Networked Integrated Sensing and Communications for 6G Wireless Systems，IEEE Internet of Things Journal, 2024,11（17） 29062- 29075.影响因子9.936

  3. 3. Feng Chen, et al. A Robust Diffusion Estimation Algorithm for Asynchronous Networks in IoT, IEEE Internet of Things Journal, 2020, 7(9): 9103-9115. 影响因子9.936

  4. 4 .Limei Hu, Dapeng Deng, Feng Chen*, Pengcheng Wu, Zhengchuan Chen, Timeliness Analysis for Real-Time Updates Across Different Service Time, IEEE Transactions on Aerospace and Electronic Systems, 2024，Early Access. 影响因子4.412

  5. 5 .Yilin He, Limei Hu, Feng Chen*,et al. Navi-based Distributed Adaptive Clustering and Estimation over Multi-Task Networks, IEEE Transactions on Aerospace and Electronic Systems, 2024，Early Access. 影响因子4.412

  6. 6 .Hao Yi, Limei Hu, Feng Chen*, Sen Zhao, Shukai Duan, GRICP: Granular-Ball Iterative Closest Point with Multikernel Correntropy for Point Cloud Fine Registration, AAAI (AAAI Conference on Artificial Intelligence), 2025, Accepted, CCF A类会议，录用率23.4%

  7. 7 . Mingming Bai, Yulong Huang*, Yonggang Zhang, Feng Chen*, A Novel Heavy-tailed Mixture Distribution Based Robust Kalman Filter for Cooperative Localization, IEEE Transactions on Industrial Informatics, 2020, 17(5): 3671-3681. 影响因子9.112

  8. 8. Mingyu Feng, Yuhan Li, Feng Chen*, et al. Heritable Deleting Strategies for Birth and Death Evolving Networks from a Queueing System Perspective. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 2，doi：10.1109/TSMC.2022.3149596. 影响因子13.451

  9. 9 .Feng Chen, et al. Distributed Clustering for Secure Multi-Task Estimation Based on Adaptive Task-Switching, IEEE Transactions on Aerospace and Electronic Systems, 2023, Early Access. 影响因子4.412

  10. 10 .Zhao Liu, Feng Chen*, Shukai Duan. Distributed Subspace Projection Graph Signal Estimation with Anomaly Interference, IEEE Transactions on Network Science and Engineering, 2023, Early Access. 影响因子5.033

  11. 11 .Qing Shi, Mingyu Feng, Xinyu Li, Shiyuan Wang, Feng Chen*, A Secure Distributed Information Sharing Algorithm Based on Attack Detection in Multi-task Networks, IEEE Transactions on Circuits and Systems I: Regular Papers, 2020, 67(12): 5125-5138. 影响因子3.318

  12. 12 .Yingcheng Lai, Feng Chen*, et al. Online Distributed ADMM Algorithm With RLS-Based Multitask Graph Filter Models. IEEE Transactions on Network Science and Engineering, 2022, 9,6，4115-4128. 影响因子5.033

  13. 13 .Wei Liu, Jiapeng Li, Minyu Feng, Feng Chen*, Robust Distributed Adaptation under Multi-Kernel Correntropy, IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 10.1109/TCSII.2022.3197620. 影响因子3.691

  14. 14 .Yi Hua, Feng Chen*, et al. Secure Distributed Estimation against False Data Injection Attack, Information Sciences, 2020, 515: 248-262. 影响因子5.910

  15. 15 .Qing Shi, Feng Chen*, et al. Distributed Adaptive Clustering Learning over Time-varying Multitask Networks, Information Sciences, 2021, 567: 278-297. 影响因子5.910

  16. 16 .Jingzhi Liu, Feng Chen*, et al, Diffusion Distributed Quantized State Estimation with Variable Bandwidth, IEEE Transactions on Aerospace and Electronic Systems, 2022, 58(1), 406-419. 影响因子4.412

  17. 17 .Tiantian Wang, Yuhan Li, Feng Chen*, et al. Bayes-based Distributed Estimation in Adversarial Multi-task Networks, IEEE Transactions on Aerospace and Electronic Systems, 2022, 3,10.1109/TAES.2022.3158638. 影响因子4.412

  18. 18 .Qiuxin Liu, Ming Ye, Feng Chen*, et al. Secure Distributed Estimation over Multitask Networks Against Multiple Attacks, IEEE Transactions on Aerospace and Electronic Systems, 2022, 10.1109/TAES.2022.3215948. 影响因子4.412

  19. 19 .Feng Chen*, Xiaodan Shao, Broken-motifs diffusion LMS algorithm for reducing communication load, Signal Processing, 2017, 133: 213-218. 影响因子4.086

  20. 20 .Feng Chen, et al. Diffusion Least Logarithmic Absolute Difference Algorithm for Distributed estimation, Signal Processing, 2018, 142: 423-430. 影响因子4.086  

  21. 21 .Feng Chen, et al. Diffusion Generalized Maximum Correntropy Criterion Algorithm for Distributed Estimation over Multitask Network, Digital Signal Processing, 2018, 81: 16-25. 影响因子2.792

  22. 22 .Yuan Wang, Shukai Duan, Feng Chen*,Efficient asynchronous federated neuromorphic learning of spiking neural networks,Neurocomputing, 557, Novmber, 2023, 影响因子6

  23. 23 .Feng Chen, et al. Communication-Reducing Algorithm of Distributed Least Mean Square Algorithm with Neighbor-Partial Diffusion, Circuits, Systems & Signal Processing, 2020, 39(9): 4416-4435. 影响因子1.998

  24. 24 .Feng Chen, et al. Diffusion Sparse Sign Algorithm with Variable Step-size, Circuits, Systems & Signal Processing, 2019, 38(4): 1736-1750. 影响因子1.998

  25. 25 .陈枫, 夏雷, 李春光*, Wavelet phase synchronization of Fractional-order Chaotic systems, 中国物理快报, 2012, 29(7): 070501. 影响因子1.066

  26. 26 .Feng Chen, Chunguang Li*, Transmission of sexually transmitted disease in complex network of Penna model, Journal of Statistical Mechanics: Theory and Experiment, 2007, 04: 04006. 影响因子2.091

  27. 27 .Xiaodan Shao, Feng Chen*, Complementary Performance Analysis of General Complex-valued Diffusion LMS for Noncircular Signals, Signal Processing, 2019, 160: 237-246. 影响因子4.086

  28. 28 .Xinyu Li, Mingyu Feng, Feng Chen*, et al. Robust distributed estimation based on a generalized correntropy logarithmic difference algorithm over wireless sensor networks, Signal Processing, 2020, 177: 107731. 影响因子4.086

  29. 29 .Limei Hu, Feng Chen*, et al. An Improved Diffusion Affine Projection Estimation Algorithm for Wireless Sensor Networks, Circuits, Systems & Signal Processing, 2020, 39(6): 3173-3188. 影响因子1.998

  30. 30 .Yuanyuan Zhang, Mingyu Feng, Feng Chen*, et al. Adaptive clustering based on element-wised distance for distributed estimation over multi-task networks, Chaos, 2020, 30(5): 053116. 影响因子2.85

  31. 31 .Minyu Feng, Shuwei Deng, Feng Chen*, et al. Distributed Event-triggered Adaptive-partial Diffusion Strategy Under Dynamic Network Topology, Chaos, 2020, 30(6): 063103. 影响因子2.85

  32. 32 .Yingxiang Lu, Guangyuan Zhang, Shukai Duan, Feng Chen*, A pyramid auxiliary supervised U-Net model for road crack detection with dual-attention mechanism, Displays, 2024, 84,102487. 影响因子3.7



二、教学情况
  机器学习、机器视觉、计算机视觉、现代信号处理、信息论，自动控制原理，信号与系统

 

 

三、科研项目

1.国家重点研发计划，智能机器人专项子课题：多层次人机安全与可靠性技术研究，（2018YFB1306604），2019.06-2022.5，主持

2.国家重点研发计划项目（反恐专项）子课题 XXXX，2018-2021,主研

3.国家自然科学基金面上项目，小世界神经网络中信号传输的建模研究，2009-2011，主研

4.中国博士后科学基金面上资助，基于无线传感器网络的分布式相位恢复算法研究，2018-2020, 主持

5.教育部基本科研业务费重点项目，无线传感器网络中的分布式多任务估计算法研究，2017-2020,主持

6.重庆市基础科学与前沿技术研究项目，基于无线传感器网络的相位恢复算法研究，2017-2019, 主持

7.激光雷达、毫米波雷达与图像融合的无人车智能感知， 企业项目，2019，主持

8.基于机器视觉的工业产品异常检测， 企业项目，2018，主持

9.医疗影像：基于深度学习的头影成像口腔关键点检测  企业项目，2022，主持

 

四、专利

1.发明专利，基于递归最小二乘的在线分布式多任务图滤波器构建方法，202110040434.4

2.发明专利，事情触发通信下的分布式自适应局部扩散控制方法，202010055205.5

3.发明专利，用于分布式架构的快速监督离散哈希图像检索系统，201910372377.2

    4.发明专利，一种用于人行横道线处的盲人导航方法及装置，201710123915.5

    5.发明专利，一种盲人导航方法、装置及终端设备，201710124145.6

 

五、指导学生获奖

 

1.全国大学生电子设计竞赛，三等奖，2014

2.全国大学生数学建模竞赛，一等奖，2017

3.数创杯，全国大学生数学建模挑战赛，三等奖，2017

4.西南大学优秀学位论文，硕士生，2018

5.美国大学生数学建模比赛，二等奖，2018

6.认证杯数学中国数学建模网络挑战赛，一等奖，2017

7.五一数学建模比赛，二等奖，2017

8.全国大学生智能技术应用大赛，二等奖，2021

9.中国机器人及人工智能大赛，全国总决赛二等奖，2022

10.中国机器人及人工智能大赛，全国总决赛二等奖，2021