3 papers
math.OC2025
A New Approach to the Data-Driven Output-Based LQR Problem of Continuous-Time Linear Systems
Liquan Lin, Haoyan Lin, Jie Huang
A promising method for constructing a data-driven output-feedback control law involves the construction of a model-free observer. The Linear Quadratic Regulator (LQR) optimal contr…
math.OC2025
Data-Driven Cooperative Output Regulation via Distributed Internal Model
Liquan Lin, Jie Huang
The existing result on the cooperative output regulation problem for unknown linear multi-agent systems using a data-driven distributed internal model approach is limited to the ca…
math.OC2024
Data-Driven Output Regulation via Internal Model Principle
Liquan Lin, Jie Huang
The data-driven techniques have been developed to deal with the output regulation problem of unknown linear systems by various approaches. In this paper, we first extend an existin…