5 papers · 1 filter
Data-Driven Output Feedback based Analysis and Control for Unknown Discrete-Time Linear System
Haoyan Lin, Jie Huang
Using the notion of data informativity, the existing results have given conditions under which the data are informative for controller designs for various control problems of unkno…
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…
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…
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…
A Refined Algorithm for the Adaptive Optimal Output Regulation Problem
Liquan Lin, Jie Huang
Given a linear unknown system with inputs, outputs, dimensional state vector, and dimensional ecosystem, the problem of the adaptive optimal output regulation of th…