杨超群，东南大学自动化学院副研究员，东南大学至善青年学者（A类），博士生导师，硕士生导师，江苏省“双创”人才，国际电气与电子工程师学会(IEEE)会员，国际信息融合学会(ISIF)会员，中国航空学会信息融合分会员及定位与跟踪专委会委员，中国自动化学会会员、自动化学会青工委和工业物联网技术与应用专委会委员。14年于厦门大学获得学士学位，19年于浙江大学获得博士学位（导师：史治国教授，长江学者，史治国（Zhiguo Shi）-浙江大学个人主页 (zju.edu.cn)），19-22年于中国电科第14所从事雷达信息处理研发工作。发表SCI、EI等论文48篇，授权国防专利、发明专利9项，主持和参与多项科研项目。研究方向涵盖：自动驾驶（感知方向如雷达探测）、目标跟踪、信息融合、雷达信息处理、无人机集群、非线性滤波控制、网络安全、智能电网等。长期从事雷达信息与数据处理、多源数据融合的算法与工程应用研究，曾任某雷达软件总师，参与多部机载雷达算法与软件研发工作，其研究成果部分在多部现役机型中使用。曾担任多个会议如IEEE ICCC2024, ICAUS2022的分会主席，以及多个会议的TPC Member等，目前还担任《无人系统技术》青年编委以及多个SCI期刊如《IEEE Transactions on Signal Processing》《IEEE Transactions on Vehicular Technology》《IEEE Transactions on Industrial Informatics》的审稿人。获得学术荣誉包括：ICAUS2024最佳会议论文、ICAUS2022/2023最佳组织者、自动化学报英文版国际学术会议优秀论文等。
Chaoqun Yang is currently an associate professor with Southeast University since 2022. Prior to that, he was an engineer at Nanjing Research Institute of Electronics Technology from 2019-2022. He received the B.S. degree in marine technology from Xiamen University, Xiamen, China, in 2014, and the Ph.D. degree in information science and electronic engineering from Zhejiang University, Hangzhou, China, in 2019.
His research interest concentrates on multi-target tracking, radar signal processing and information fusion, etc. He has published more than forty related papers inthe fields of cyber security, information fusion and signal processing. He was the session-chair of ICCC2024, and He was the session co-chair ICAUS2022, and ICAUS2023, received the best organizers award of ICAUS2022, and ICAUS2023. He is an active reviewer for IEEE Transactions on Signal Processing, IEEE Transactions on Vehicular Technology, Signal Processing, etc.
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热爱教学与科研工作，愿意与学生打成一片，形成亦师亦友的师生关系，凡事多为学生着想，共同努力，相互成就，助力学生成才。
欢迎数学、自动化、控制、计算机、通信、电子、水声等理工科专业学生报考联系，欢迎加入课题组！
欢迎联系！
Welcome you to join our research group!
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课题组动态-What's NEW:
课题组论文被评为ICAUS2024会议最佳论文！杨老师被评为会议最佳组织者。
杨超群副教授受邀担任ICCC2024Session Chair，硕士生顾佳怡参加ICCC2024并报告最新研究成果。
杨超群副教授与博士生朱鑫潮赴威尼斯参加International conference on information fusion 并报告最新研究成果。
祝贺指导的硕士生徐梦蝶的论文被信号处理老牌期刊《Signal Processing》录用！
祝贺指导的硕士生（还未入学，大四发表论文）顾佳怡的论文被ICCC2024录用！
祝贺指导博士生朱鑫潮论文被信息融合领域顶会——国际信息融合大会录用！
祝贺课题组成功举办，长三角高校能源管理系统联盟2024春季研讨会！
Links:Chaoqun Yang - Google Scholar
团队其他老师：曹向辉：中文信息 (seu.edu.cn)，莫磊：中文信息 (seu.edu.cn)
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Publications-Journal Paper
28 Chaoqun Yang, Xiaowei Liang, Zhiguo Shi, Heng Zhang, Xianghui Cao,Augmented LRFS-based filter: Holistic tracking of group objects,Signal Processing,2024,Accept.
27 Mengdie Xu, Chaoqun Yang*, Xiaomeng Cao, Shishan Yang, Xianghui Cao, Zhiguo Shi, Irregular Extended Target Tracking with Unknown Measurement Noise Covariance, Signal Processing, 2024. Accept.
26 杨超群;徐梦蝶;梁潇洧;朱鑫潮;张恒;曹向辉，基于随机有限集滤波器的可分辨群目标跟踪技术研究综述[J]，信号处理，2024，已录用。
25 H. Zhang, Z. Sun, C. Yang and X. Cao, Latency Optimization in UAV-Assisted Mobile Edge Computing Empowered by Caching Mechanisms, in IEEE Journal on Miniaturization for Air and Space Systems，2024.
24 Zhe Wang, Heng Zhang, Chaoqun Yang, and Xianghui Cao，Improved Zero-Dynamics Attack Scheduling with State Estimation，IEEE/CAA Journal of Automatica Sinica，2024.
23 梁潇洧，杨超群，朱鑫潮，莫磊，曹向辉，基于群结构集成势均衡多目标多伯努利滤波器的群目标跟踪算法[J]，信号处理，2024，已录用。
22 王贤明,杨超群,邵晋梁等.基于智能反射面辅助的无人机主动监听优化方法[J].无人系统技术,2024,7(01):106-114.DOI:10.19942/j.issn.2096-5915.2024.01.10.
21. H. Zhang, Lei Wu,Yubin Zhi, Chaoqun Yang, XIanghui Cao, et al, Throughput Maximization for USV-Enabled Underwater Wireless Networks Under Jamming Attack, IEEE Sensors Journal, doi: 10.1109/JSEN.2023.3325552.
20. Y. Ren, H. Zhang, X. Cao, C. Yang, J. Zhang and H. Li, Promoting or Hindering: Stealthy Black-Box Attacks Against DRL-Based Traffic Signal Control, IEEE Internet of Things Journal, doi: 10.1109/JIOT.2023.3308260.2023.
19. Chaoqun Yang, Xianghui Cao, Lidong He, et al. Distributed Multiple Attacks Detection Via Consensus AA-GMPHD Filter[J], IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2023,Accept.
18. Chaoqun Yang, Lei Mo, Xianghui Cao, et al. A Labeled RFS-based Framework for Multiple Integrity Attackers Detection and Identification in Cyber-Physical Systems[J], IEEE Internet of Things Journal,2023,DOI 10.1109/JIOT.2023.3281273.Q1.
17. Xingyu Shi, Chaoqun Yang*, et al. Dual-Polarimetric Persymmetric Adaptive Subspace Detector for Range-Spread Targets in Heavy Tailed non-Gaussian Clutter[J], IEEE Geoscience and Remote SensingLetters,20:3503505,2023.Q1.
16. Chaoqun Yang, Xianghui Cao, Zhiguo Shi. Road-Map Aided Gaussian Mixture Labeled Multi-Bernoulli Filter for Ground Multi-Target Tracking[J],IEEE Transactions on Vehicular Technology, 2023, DOI:10.1109/TVT.2023.3240740. Q1.
15. 吕大鑫，杨超群*.一种面向无人侦察机的通信受限干扰源跟踪方法[J],无人系统技术，2023，已录用.
14. 吕大鑫，杨超群*.面向分布式无人机集群系统的感知数据融合方法[J],无人系统技术，2023，已录用.
13. Q. Hu, Y. Liu, R. Mao, C. Yang(杨超群)*. Detection Performance Evaluation for Marine Wireless Sensor Networks, Electronics , 11(20), 3367, 2022.
12. C. Yang(杨超群), Z. Shi, H Zhang, et al. Multiple Attacks Detection in Cyber-Physical Systems Using Random Finite Set Theory, IEEE Transactions on Cybernetics, 50(9):4066-4075, 2020.
11. C.Yang(杨超群), L. Feng, Z. Shi, et al. A Crowdsensing-based Cyber-physical System for Drone Surveillance Using Random Finite Set Theory, ACM Transactions on Cyber-Physical Systems, 3(4): 1-22, 2019.
10. C. Yang(杨超群), Z. Shi, J. Zhang, et al. Optimization of Particle CBMeMBer Filters for Hardware Implementation, IEEE Transactions on Vehicular Technology, 67(9):9027-9031, 2018.
9. C. Yang(杨超群), L. Feng, H. Zhang, et al. A Novel Data Fusion Algorithm to Combat False Data Injection Attacks in Networked Radar Systems, IEEE Transactions on Signal and Information Processing over Networks, 4(1):125-136, 2018.
8. C. Yang(杨超群), H. Zhang, F. Qu, et al. Secured Measurement Fusion Scheme Against Deceptive ECM attack in Radar Network. Security and Communication Networks, 9(16): 3911-3921, 2016.
7. 杨超群,张恒,何立栋,杨文.基于随机有限集的信息物理系统状态估计[J].控制工程,2022,29(08):1424-1428.
6. 杨超群,张恒.基于CBMeMBer滤波器的多攻击检测方法[J].控制工程,2022,29(06):1033-1039.
5. X. Shi, C. Yang(杨超群), W. Xie, et al. Anti-drone System with Multiple Surveillance Technologies: Architecture, Implementation, and Challenges. IEEE Communications Magazine, 56(4): 68-74, 2018.
4. 胡琪,杨超群.基于标签多贝努利多传感器组网目标跟踪算法[J].系统工程与电子技术,2021,43(06):1541-1546.
3. K. Shi, Z .Shi, C .Yang(杨超群), et al. Road-Map Aided GM-PHD Filter for Multivehicle Tracking With Automotive Radar. IEEE Transactions on Industrial Informatics, 18(1): 97-108, 2022.
2. Z. Shi, X. Chang, C . Yang(杨超群), et al. An Acoustic-based Surveillance System for Amateur Drones Detection and Localization. IEEE Transactions on Vehicular Technology, 69(3): 2731-2739, 2020.
1. M. Zhang, S. He, C . Yang(杨超群), et al. VANET-assisted Interference Mitigation for Millimeter-wave Automotive Radar Sensors. IEEE Network, 34(2): 238-245, 2020.
Publications-Conference Paper
20 Y Gao, H Zhang, X Wang, Z Sun, C Yang, et al, Data Collection Scheme for UAV in Industrial Environments with Limited Communication , Proceedings of ICAUS, 2024.（最佳论文奖）
19 Jiayi Gu, Jiangrun Cai, Chaoqun Yang, Detecting Multiple Attacks in ISAC-CPS Via PMBM Filter, Proceedings of ICCC, 2024. (保研，大四期间发表论文)
18. X. Zhu, C. Yang, C. Zhou, Z. Shi, CBMeMBer Filter based Resolvable Group Target Tracking via Graph Theory and Leader-Follower Model，Proceedings of FUSION, 2024. (国际信息融合大会，信息融合领域顶级会议)
17. Z. Wu, Y. Wang, C. Yang*, X. Cao. Distributed Cooperative Guidance Law for UAV Swarm Based on Reinforcement Learning,Proceedings of CCDC, 2024.
16. Z. Cui, C. Yang, X. Cao. A Distributed Simulation-to-Reality Transfer Framework for Multi-agent Reinforcement Learning,Proceedings of CCDC, 2024.
15. R. Niu, Y. Wang, C. Yang, X. Cao. CAAFL: A Client-Level Adaptive Acceletative Federated Learning Optimization Algorithm for Heterogeneous Data Scenarios, Proceedings of CCDC, 2024.
14. Mengdie Xu, Chengxi Yao, Chaoqun Yang*. Real-world Experiments on Acoustic Detection of Small UAVs, Proceedings of ICUAS, 2023.
13. Xinchao Zhu, Chaoqun Yang, et al.Bayesian CFAR Detector in Weibull Clutter via Interference Control, Proceedings of ICCC, 2023.
12. Xingyu Shi, Xiaofeng Wang, Shuoshuo Dong, C. Yang(杨超群). A new subspace signal detection scheme based on multi-channel order statistics, Proceedings of ISCTech, 2022.
11. Y. Yuan, C. Yang(杨超群),W. Xiong, X. Cao.Optimal Deployment of UAV Base Stations for Maximum Coverage of Task UAVs with Dynamical Positions, Proceedings of CCDC, 2023,Accept.
10.C. Yang(杨超群), X. Cao, H. Zhang, Random Finite Set Theory for Cyber-Physical Systems Cybersecurity: Review and Advance, Proceedings of YAC, 2022.
9. M. Hong, C. Yang(杨超群), X. Cao. An Algorithm for GPS Spoofing Detection and Positioning Recovery, Proceedings of IECON, 2022.
8. C. Yang(杨超群), Q. Hu, H. Zhang, et al. Optimal Radiation Sequence Arrangement for Low Probability of Intercept, Proceedings of CIE Radar Conference, 2021:1-4.
7. C. Yang(杨超群), X. Wang, H. Zhang, et al. Waveform Design For Track-Before-Detect-Based Cognitive Radars. Proceedings of IEEE SAM, 2020: 1-5.
6. C. Yang(杨超群), Z. Wu, X. Chang, et al. DOA Estimation Using Amateur Drones Harmonic Acoustic Signals. Proceedings of IEEE SAM, 2018: 1-5.
5. C. Yang(杨超群), H. Zhang, F. Qu, et al. Performance of Target Tracking in Radar Network System Under Deception Attack. Proceedings of WASA, 2015: 664-673.
4. Q. Hu, C Yang(杨超群). Divided Unmanned Aerial Vehicle Tracking Based on Multiple Sub-random Matrices. Proceedings of ICAUS, 2021: 1167-1175.
3. X . Chang, C. Yang(杨超群), Wu J, et al. A Surveillance System for Drone Localization and Tracking using Acoustic Arrays. Proceedings of IEEE SAM, 2018: 573-577.
2. Z. Wu, C. Yang(杨超群), X. Chang, et al. A Drone Localization System Based on Multiple Time Delays Fusion. Proceedings of IEEE Radar Conference, 2019:1-6.
1. X. Luo, C. Yang(杨超群), R. Chen, et al. Improved SMC-PHD Filter for Multi-target Track-before-detect. Proceedings of IEEE 84th Vehicular Technology Conference, 2016:1-6.
承担项目
国家自然科学基金青年项目：面向反无人机集群的点群多目标无隙跟踪技术，主持
江苏省自然科学基金青年项目：面向无人机集群的多目标跟踪技术研究，主持
江苏省双创人才项目：基于随机有限集的认知多目标跟踪雷达，主持
工业界横向课题：XXXX仿真验证系统，主持
联系我们：
江苏省南京市四牌楼2号中心楼 东南大学自动化学院
电话：025-83792724
邮箱：jupiter@seu.edu.cn
