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陈枫
发布时间: 2020年11月20日 15时41分  作者:本站编辑   来源:本站原创   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 Transactions on Systems, Man, and Cybernetics: Systems、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,多个期刊编委。
   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、华中科技大学、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. 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.  

2. 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

3.  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

4. 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

5. 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

6. 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

7. Qing Shi,et al, 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

8.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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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

15. 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

16. 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  

17. 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

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

19.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

20 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

21. 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

22. 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

23. 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

24. 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

25. 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

26. 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

27. 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

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

2.国家重点研发计划项目(反恐专项)子课题 XXXX,2018-2021

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

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

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

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

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

8.基于机器视觉的工业产品异常检测, 企业项目,2018

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

 

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