5 papers
Topology Inference for Immune System Networks by Using Cell Amount Data
Yushan Li, Rikard Forlin, Dimos V. Dimarogonas +1
Recent years have witnessed the advanced development of topology inference research, which helps elucidate the interaction relationships of components in many biological networks.…
Fundamental Limitations of Data-Driven Control: A Statistical Decision Perspective
Jiabao He, Feiran Zhao, Yushan Li +3
Substantial research efforts have been devoted to the design of data-driven controllers; however, comparatively less is known about their statistical performance and fundamental li…
Resistant Topology Inference in Consensus Networks: A Feedback-Based Design
Yushan Li, Jiabao He, Dimos V. Dimarogonas
Consensus networks are widely deployed in numerous civil and industrial applications. However, the process of reaching a common consensus among nodes can unintentionally reveal the…
Topology Inference for Network Systems with Unknown Inputs
Qing Jiao, Yushan Li, Jianping He
Topology inference is a powerful tool to better understand the behaviours of network systems (NSs). Different from most of prior works, this paper is dedicated to inferring the dir…
Inverse Inference on Cooperative Control of Networked Dynamical Systems
Yushan Li, Jianping He, Dimos V. Dimarogonas
Recent years have witnessed the rapid advancement of understanding the control mechanism of networked dynamical systems (NDSs), which are governed by components such as nodal dynam…