 | 任肖强 教授 联系方式：xqren@shu.edu.cn |
任肖强，上海大学机自学院教授、博士生导师，国家海外高层次人才青年项目入选者。2008年-2019年，任肖强博士曾先后在浙江大学控制科学与工程系、香港科技大学电子及计算机学系、新加坡南洋理工大学(NTU)、瑞典皇家理工学院(KTH)学习和工作。主持国家重点研发计划课题一项。
1、网络化检测、估计和控制，信息物理系统隐私和安全，以及优化算法等理论；
2、上述理论在自动驾驶、车联网、物联网、以及机器学习等方面的应用。
现代控制理论基础（大三）
▪ 论文
1、Xiaoqiang Ren, Yilin Mo, Jie Chen, and Karl H. Johansson, "Secure State Estimation with Byzantine Sensors: A Probabilistic Approach", IEEE Transactions on Automatic Control, Volume 65,Issue 9, Pages 3742-3757, Sep 2020.
2、Xiaoqiang Ren, Jiaqi Yan and Yilin Mo, “Binary Hypothesis Testing with Byzantine Sensors: Fundamental Trade-o_ Between Security and Efficiency", IEEE Transactions on Signal Processing,Volume 66, Issue 6, Pages 1454-1468, 2018.
3、Xiaoqiang Ren, Junfeng Wu, Karl H. Johansson, Guodong Shi and Ling Shi, “Infinite Horizon Optimal Transmission Power Control for Remote State Estimation over Fading Channels", IEEE Transactions on Automatic Control, Volume 63, Issue 1, Pages 85-100, 2018.
4、Xiaoqiang Ren, Junfeng Wu, Subhrakanti Dey and Ling Shi,“Attack Allocation on Remote State Estimation in Multi-Systems: Structural Results and Asymptotic Solution, Automatica, Volume 87, Pages 184-194, 2018.
5、Xiaoqiang Ren, Karl H. Johansson and Ling Shi, “Quickest Change Detection with Observation Scheduling", IEEE Transactions on Automatic Control, Volume 62, Issue 6, Pages 2635--2647, 2017.
▪ 著作
Xingkang He, Xiaoqiang Ren, Henrik Sandberg, and Karl H. Johansson, “Design of Secure Filters Under Attacked Measurements: A Saturation Method”, Chapter of Book “Security and Resilience of Control Systems - Theory and Application”, Springer, 2021.
