前沿交叉科学研究院导师

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姓    名: 陈磊

所在学科: 控制科学与工程

职    称: 副研究员

联系电话: 19529298580

E-mail  : bit_chen@bit.edu.cn

个人信息:

陈磊从2013年开始从事特征模型及网络简化研究,其研究从理论和工程应用上突破“非线性、多耦合、高维度”等制约现代网络化系统发展的瓶颈问题,于2018年9月获得东南大学博士学位,2014年9月至2014年12月、2015年2月至2017年2月先后以访问学则身份在日本冈山县立大学、澳大利亚皇家墨尔本理工大学工作。先后担任中国通信与指控学会青年工作委员会委员、IEEE IES中国区秘书处秘书等职务。截止目前,范博士累计发表论文10余篇,影响因子近100。


研究领域/方向:

非线性、多耦合、高维度”制约现代网络化系统发展。围绕“高纬度、多耦合”,从特征模型、模型简化、自适应控制等方面初步策划、构建复杂动态网络的特征模型、基于特征模型的智能控制器为支撑的复杂动态网络控制技术体系;围绕“高维度”,从无人体集群、牵制控制等方面初步设计、组建以无人设备集群运动、人机牵制指控等为基础的技术架构。


代表性学术成果:

1 Lei Chen, Xinghuo Yu, Changyin Sun. Characteristic modeling approach for complex network systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems. Vol. 48, No. 8, pp. 1383-1388, Aug. 2018. SCI. Q1. IF 13.451.


2 Lei Chen, Xinghuo Yu, Changyin Sun. Characteristic modeling approach for high-order linear dynamical systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems. Vol. 51, No. 9, pp. 5405-5413, Sep. 2021. SCI. Q1. IF 13.451.


3 Lei Chen, Xinghuo Yu, Xin Xin, Changyin Sun. Characteristic model-based control approach for complex network systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems. Vol. 51, No. 6, pp. 3599-3607, Jun. 2021. SCI. Q1. IF 13.451.


4 Lei Chen, Yan Yan, Chaoxu Mu, Changyin Sun. Characteristic model-based discrete-time sliding mode control for spacecraft with variable tilt of flexible structures. IEEE/CAA Journal of Automatica Sinica. Vol. 3, No. 1,pp. 42-50, Jan. 2016. SCI. Q1. IF 6.171.


5 Lei Chen, Yan Yan, Changyin Sun. A novel modeling and controlling approach for high-order nonlinear systems. Asian Journal of Control. Vol. 22, No. 3, pp. 1295-1305, Feb. 2019. SCI. Q2. IF. 3.452.


6 Weilin Luo, Jinhu Lv, Kexin Liu, Lei Chen, Learning-based policy optimization for adversarial missle-target assignment. IEEE Transactions on Systems, Man, and Cybernetics: Systems. Vol. 99, No. 1, pp. 1-12, Jul. 2021. SCI. Q1. IF 13.451.


7 Weilin Luo, Jinhu Lv, Xuerong Li, Lei Chen, Kexin Liu, Rethinking motivation of deep neural architectures. IEEE Circuits and Systems Magazine. Vol. 20, No. 4, pp. 65-76, Nov. 2020. SCI. Q2. IF. 3.071.


8 Yucheng Zhang, Tian Wang, Kexin Liu, Baochang Zhang, Lei Chen, Recent advances of single-object tracking methods: A brief survey. Neurocomputing. Vol 455, No. 30, pp. 1-11. Sep 2021. Q1. IF. 5.719.


9 Guoliang Zhu, Lei Chen, Kexin Liu, Jinhu Lv. Data-driven control based on function approximation with binomial coefficients. 2021 33rd Chinese Control and Decision Conference(CCDC), May 2021. EI


10 Zhengxin Sun, Qiang Wang, Lei Chen, Chun Hu. Unmanned technology-based civil-military intelligent logistics system: from construction to integration. Jounal of Beijing Institute of Technology, Vol. 31, No. 2, pp. 140-151, Apr. 2022. EI


11 Lei Chen, Yan Yan, Changyin Sun. Nonlinear characteristic model-based SMC and its application to flexible satellites. IFAC Proceedings Volumes (IFAC 2014). Vol. 47, no. 3, pp. 4595-4600, Agu. 2014. EI


12 Lei Chen, Xinghuo Yu, Changyin Sun. Characteristic modelling of complex networks. 2016 IEEE International Conference on Industrial Technology (ICIT). Mar. 2016 EI


13 Lei Chen, Xin Xin, Long Xu, Changyin Sun. Characteristic modeling and control approach for high-order nonlinear systems. 2018 IEEE Conference on Decision and Control(CDC), Dec. 2018. EI


14 Lei Chen, Xinghuo Yu, Jinhu Lv. Signal approximation with Pascal’s triangle and sampling. 2020 Chinese Control and Decision Conference(CCDC). Aug. 2020. EI


15 Sheng Xu, Anran Huang, Lei Chen, Baochang Zhang. Convolution neural network pruning: a survey. 2020 39th Chinese Control Conference(CCC). Jul 2020. EI


16 Jinhao Zhou, Kexin Liu, Yuezu Lv, Lei Chen. Complex network-based pinning control of drone swarm. 2020 16th IFAC Symposium on Large Scale Complex Systems: Theory and Applications. Apr. 2022. EI


科研项目:

国家自然科学基金青年项目 30万 2021-2023 主持

朗月计划 60万 2022-2023 主持

XX咨询项目 30万 2022-2023

JKW重点项目 2000万 2021-2022 参与

工信部创新工程项目 2.5亿 2019-2022 参与


所获奖励:



社会/学术兼职: