刘钦源 - 同济大学 - 电子与信息工程学院

个人简介

刘钦源，同济大学电子与信息工程学院教授。先后于2012年6月在华中科技大学控制科学与工程系获学士学位，2017年6月在清华大学自动化系获博士学位，荣获清华大学优秀博士学位论文一等奖、清华大学优秀毕业生等荣誉。2014年至2015年于香港科技大学电子及计算机工程学系从事研究工作，2016年至2017年于布鲁奈尔大学计算机科学系担任国际研究员，2021年至2022年于工业和信息化部产业发展促进中心担任国家重点研发计划项目主管。研究方向包括分布式感知、多传感器数据融合、异常检测和故障诊断、大数据分析和机器学习等。获得过国家自然科学基金优秀青年科学基金（优青）、上海晨光学者等人才类项目资助。出版Spinger英文专著1部，发表论文20余篇，IEEE 汇刊及一区论文10余篇，谷歌学术引用近1200次，5篇论文入选 ESI 高被引论文。曾获北京市麒麟科学技术奖、吴文俊人工智能科学技术优秀青年奖、ACM上海新星奖、世界人工智能大会青年优秀论文提名奖、中国自动化学会优秀博士学位论文奖等荣誉。

研究领域

感知与信息融合

近期论文

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学术专著 Qinyuan Liu, Zidong Wang, Xiao He, Stochastic Control and Filtering over Constrained Communication Networks, Springer, 2019 (ISBN 978-3-030-00156-8) 期刊论文 Qinyuan Liu, Zidong Wang, Junfeng Zhang, Donghua Zhou, Necessary and sufficient conditions for fault diagnosability of linear open-and closed-loop stochastic systems under sensor and actuator faults. IEEE Transactions on Automatic Control. 2021 Aug 30. Qinyuan Liu, Zidong Wang, Moving-horizon estimation for linear dynamic networks with binary encoding schemes, IEEE Transactions on Automatic Control, vol. 66, no. 44, pp. 1763-1770, 2021 Qinyuan Liu, Zidong Wang, Qing-Long Han, Changjun Jiang, Quadratic estimation for discrete time-varying non-Gaussian systems with multiplicative noises and quantization effects. Automatica, vol. 113, pp. 108714, 2020. Wenshuo Li, Zidong Wang, Qinyuan Liu, Lei Guo, An information aware event-triggered scheme for particle filter based remote state estimation, Automatica, vol. 103, pp. 151-158, 2019. Qinyuan Liu, Zidong Wang, Xiao He, Donghua Zhou, Event-based distributed filtering over Markovian switching topologies, IEEE Transactions on Automatic Control, vol. 64, no. 4, pp. 1595-1602, 2019. Qinyuan Liu, Zidong Wang, Xiao He, Donghua Zhou, On Kalman-consensus filtering with random link failures over sensor networks, IEEE Transactions on Automatic Control, vol. 63, no. 8, pp. 2701-2708, 2018. Qinyuan Liu, Zidong Wang, Xiao He, Donghua Zhou, Event-triggered resilient filtering with measurement quantization and random sensor failures: monotonicity and convergence, Automatica, vol. 94, pp.458-464, 2018. Qinyuan Liu, Zidong Wang, Xiao He, Gheorghita Ghinea, Fuad E. Alsaadi, A resilient approach to distributed filter design for time-varying systems under stochastic nonlinearities and sensor degradation, IEEE Transactions on Signal Processing, vol. 65, no. 5, pp. 1300-1309, 2017. Qinyuan Liu, Zidong Wang, Xiao He, Donghua Zhou, Event-based H-infinity consensus control of multi-agent systems with relative output feedback: the finite-horizon case. IEEE Transactions on Automatic Control, vol. 60, no. 9, pp. 2553-2558, 2015. Qinyuan Liu, Zidong Wang, Xiao He, D. H. Zhou, Event-based recursive distributed filtering over wireless sensor networks, IEEE Transactions on Automatic Control, vol. 60, no. 9, pp.2470-2475, 2015. Qinyuan Liu, Zidong Wang, Xiao He, D. H. Zhou, Event-based distributed filtering with stochastic measurement fading, IEEE Transactions on Industrial Informatics, vol. 11, no. 6, pp. 1643-1652, 2015.