陈枫,男,博士、教授,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,重庆市脑科学协同创新中心学术带头人,IEEE\ACM\CCF会员。
主要从事分布式信息处理、无线传感器网络、图像与视频分析、机器学习、联邦学习等方面的研究工作。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三十余篇。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。
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 Internet of Things Journal、IEEE Transactions on Industrial Informatics、Information Sciences、Signal Processing等多个期刊审稿人。
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、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. Feng Chen,Limei Hu, Pengfei Liu, Mingyu Feng*,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
2.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. 影响因子13.451
3. 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
4. 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,2021, 17, 5,3671-3681. 影响因子9.112
5. Jingzhi Liu, Feng Chen*, Minyu Feng, Shiyuan Wang,Diffusion Distributed Quantized State Estimation with Variable Bandwidth ,IEEE Transactions on Aerospace and Electronic Systems, 2021, Early Access,影响因子 4.412
6.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, Early Access. 影响因子4.412
7. Yi Hua, Feng Chen*,Shuwei Deng,Shukai Duan, Lidan Wang, Secure Distributed Estimation against False Data Injection Attack, Information Sciences, 2020,515,248-262,影响因子 5.910
8. Qing Shi, Feng Chen*, Xinyu Li, Shukai Duan, Distributed Adaptive Clustering Learning over Time-varying Multitask Networks,Information Sciences, 2021, 567,8,278-297,影响因子 5.910
9.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
10. Feng Chen,Tao Shi, Shukai Duan*, Lidan Wang, Jiagui Wu, Diffusion Least Logarithmic Absolute Difference Algorithm For Distributed estimation,Signal Processing, 2018,142,423-430, 影响因子 4.086
11. 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
12. Xinyu Li, Mingyu Feng,Feng Chen*,Qing Shi,Jürgen Kurths, 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
13. Feng Chen, Xinyu Li, Shukai Duan*, Lidan Wang, Jiagui Wu,Diffusion Generalized Maximum Correntropy Criterion Algorithm for Distributed Estimation over Multitask Network,Digital Signal Processing, Volume 81, 10,2018, 16-25, 影响因子 2.792
14. Yuanyuan Zhang, Mingyu Feng, Feng Chen*,Jürgen Kurths, Adaptive clustering based on element-wised distance for distributed estimation over multi-task networks, Chaos, 2020,30,053116, 1-10, 影响因子 2.85
15. Minyu Feng, Shuwei Deng, Feng Chen*,Juergen Kurths, Distributed Event-triggered Adaptive-partial Diffusion Strategy Under Dynamic Network Topology,Chaos, 2020,30, 063103, 影响因子 2.85
16. Feng Chen,Xiaoxia Liu, Shukai Duan*, Lidan Wang, Jiagui Wu, Diffusion Sparse Sign Algorithm with Variable Step-size,Circuits,Systems & Signal Processing, 2018,1531-5878,影响因子 1.998
17. Limei Hu, Feng Chen*,Shukai Duan*, Lidan Wang, Jiagui Wu,An Improved Diffusion Affine Projection Estimation Algorithm for Wireless Sensor Networks, Circuits, Systems & Signal Processing, 2019,00034-019-01317-5,影响因子 1.998
18. Feng Chen,Shuwei Deng,Yi Hua, Shukai Duan*, Lidan Wang, Jiagui Wu,Communication-Reducing Algorithm of Distributed Least Mean Square Algorithm with Neighbor-Partial Diffusion,Circuits, Systems & Signal Processing, 2020,影响因子 1.998
19. Feng Chen,Lei Xia, Chunguang Li*, Wavelet phase synchronization of Fractional-order Chaotic systems,中国物理快报(Chinese Physics Letters), 2012,29,7,0705011-0705013, 影响因子 1.066
20. Feng Chen, Chunguang Li*, Transmission of sexually transmitted disease in complex network of Penna model, Journal of Statistical Mechanics:Theory and Experiment,2007,07. 04006, 影响因子 2.091
21. Xinyu Li, Feng Chen*, A Reduced-communication Diffusion LMS Algorithm based on multi-hop, IEEE International Conference on Computer and Communications,2016,2976-2979.
22. Shuangyi Xiao, Nankun Mu,Feng Chen*, A New Diffusion Kalman Algorithm Dealing with Missing Data, Advances in Neural Networks-ISNN 2019
二、教学情况
机器学习、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
四、专利
1.事件触发通信下的分布式自适应局部扩散控制方法,ZL202010055205.5
2.基于回归分析和小波变换的人脸预测方法,申请日期:2017.8.8.专利受理号:201710671801.4
3.一种用于人行横道线处的盲人导航方法及装置,ZL201710123915.5
4. A distributed attack detection and information security sharing algorithm over multitask networks, Patent number: 2018101751
5. Distributed diffusion Least Mean-Square Estimation With Neighbor-partial and Data-selective,Patent number: 2018101753
6. Secure Distributed Estimation against False Data Injection Attack ,Patent number: 2019100008
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
4.122cc太阳集成游戏优秀学位论文,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,全国二等奖,2021