ECE Seminar - Mobile Network Systems: Identification, Prediction and Optimization
Abstract: The mobile network system represents the frontier of next-generation artificial
intelligence. This talk explores preliminary investigations in the integration of control and learning
from the perspective of inference and learning in dynamic systems. Specifically, it covers topics
such as inference and identification of dynamic systems, the concealment and predictability of
dynamic systems and inverse optimal control. Finally, it concludes with a discussion of future
research challenges and potential extensions.
Jianping He (Senior Member, IEEE) is currently an associate professor in the Department of Automation at Shanghai Jiao Tong University. He received the Ph.D. degree in control science and engineering from Zhejiang University, Hangzhou, China, in 2013, and had been a research fellow in the Department of Electrical and Computer Engineering at University of Victoria, Canada, from Dec. 2013 to Mar. 2017. His research interests mainly include the distributed learning, control and optimization, security and privacy in network systems.
He serves as an Associate Editor for IEEE Trans. Control of Network Systems, IEEE Trans. Vehicular Technology, IEEE Open Journal of Vehicular Technology, and KSII Trans. Internet and Information Systems. He was also a Guest Editor of IEEE TAC, International Journal of Robust and Nonlinear Control, etc. He was the winner of Outstanding Thesis Award, Chinese Association of Automation, 2015. He received the best paper award from IEEE WCSP’17, IEEE USYS’24, the best conference paper award from IEEE PESGM’17, the best student paper award from IEEE ICIT’22, and was a finalist for the best student paper award from IEEE ICCA’17, and the finalist best conference paper award from IEEE VTC’20-FALL.