2 papers
math.OC2026
Data-Driven Output-Based Approach to the Output Regulation Problem of Unknown Linear Systems via Value Iteration
Haoyan Lin, Jie Huang
The output regulation problem for unknown linear systems has been studied using state-based and output-based internal model approaches in the special case with no disturbances. Thi…
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…