42 citations · 94 across the 18 of their papers we have counts for
6 papers · 1 filter
Sequential Convex Programming for Collaboration of Connected and Automated Vehicles
Xiaoxue Zhang, Jun Ma, Zilong Cheng +2
This paper investigates the collaboration of multiple connected and automated vehicles (CAVs) in different scenarios. In general, the collaboration of CAVs can be formulated as a n…
Improved Hierarchical ADMM for Nonconvex Cooperative Distributed Model Predictive Control
Xiaoxue Zhang, Jun Ma, Zilong Cheng +3
Distributed optimization is often widely attempted and innovated as an attractive and preferred methodology to solve large-scale problems effectively in a localized and coordinated…
On Symmetric Gauss-Seidel ADMM Algorithm for Guaranteed Cost Control with Convex Parameterization
Jun Ma, Zilong Cheng, Xiaoxue Zhang +2
This paper involves the innovative development of a symmetric Gauss-Seidel ADMM algorithm to solve the H-infinity guaranteed cost control problem. In the presence of parametric unc…
Optimal Decentralized Control for Uncertain Systems by Symmetric Gauss-Seidel Semi-Proximal ALM
Jun Ma, Zilong Cheng, Xiaoxue Zhang +2
The H2 guaranteed cost decentralized control problem is investigated in this work. More specifically, on the basis of an appropriate H2 re-formulation that we put in place, the opt…
Second-Order Non-Convex Optimization for Constrained Fixed-Structure Static Output Feedback Controller Synthesis
Zilong Cheng, Jun Ma, Xiaocong Li +2
For linear time-invariant (LTI) systems, the design of an optimal controller is a commonly encountered problem in many applications. Among all the optimization approaches available…
Data-Driven Linear Quadratic Optimization for Controller Synthesis with Structural Constraints
Jun Ma, Zilong Cheng, Xiaocong Li +3
For various typical cases and situations where the formulation results in an optimal control problem, the Linear Quadratic Regulator (LQR) approach and its variants continue to be…