91 citations · 247 across the 25 of their papers we have counts for
25 papers
Preserving Topology of Network Systems: Metric, Analysis, and Optimal Design
Yushan Li, Zitong Wang, Jianping He +2
Preserving the topology from being inferred by external adversaries has become a paramount security issue for network systems (NSs), and adding random noises to the nodal states pr…
Inferring Topology of Networked Dynamical Systems by Active Excitations
Yushan Li, Jianping He, Cailian Chen +1
Topology inference for networked dynamical systems (NDSs) has received considerable attention in recent years. The majority of pioneering works have dealt with inferring the topolo…
SVR-based Observer Design for Unknown Linear Systems: Complexity and Performance
Xuda Ding, Han Wang, Jianping He +2
In this paper we consider estimating the system parameters and designing stable observer for unknown noisy linear time-invariant (LTI) systems. We propose a Support Vector Regressi…
Topology Inference for Network Systems: Causality Perspective and Non-asymptotic Performance
Yushan Li, Jianping He, Cailian Chen +1
Topology inference for network systems (NSs) plays a crucial role in many areas. This paper advocates a causality-based method based on noisy observations from a single trajectory…
Disturbance-resilient Distributed Resource Allocation over Stochastic Networks using Uncoordinated Stepsizes
Tie Ding, Shanying Zhu, Cailian Chen +1
This paper studies distributed resource allocation problem in multi-agent systems, where all the agents cooperatively minimize the sum of their cost functions with global resource…
Private and Robust Distributed Nonconvex Optimization via Polynomial Approximation
Zhiyu He, Jianping He, Cailian Chen +1
There has been work that exploits polynomial approximation to solve distributed nonconvex optimization problems involving univariate objectives. This idea facilitates arbitrarily p…