4 papers · 1 filter
Sample Complexity of Policy Gradient for Log-Growth Control
Qiuhua Pan, Yukai Shen, Liwei Zhang +2
We study the sample complexity of policy gradient for log-growth control -- the problem of learning, from observed state transitions, a feedback gain that optimally stabilizes a sc…
OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems
Shigeng Wang, Tiankai Jin, Yehan Ma +1
Industrial cyber-physical systems (ICPS) integrate physical processes with computational and communication technologies in industrial settings. With the support of edge computing t…
Infinite-Horizon Optimal Wireless Control Over Shared State-Dependent Fading Channels for IIoT Systems
Shuling Wang, Peizhe Li, Shanying Zhu +2
Heterogeneous systems consisting of a multiloop wireless control system (WCS) and a mobile agent system (MAS) are ubiquitous in Industrial Internet of Things systems. Within these…
Resilient Clock Synchronization Architecture for Industrial Time-Sensitive Networking
Yafei Sun, Qimin Xu, Cailian Chen +1
Time-Sensitive Networking (TSN) is a promising industrial Internet of Things technology. Clock synchronization provides unified time reference, which is critical to the determinist…