1 citations · 1 across the 3 of their papers we have counts for
3 papers
Distributionally Robust Stochastic Data-Driven Predictive Control with Optimized Feedback Gain
Ruiqi Li, John W. Simpson-Porco, Stephen L. Smith
We consider the problem of direct data-driven predictive control for unknown stochastic linear time-invariant (LTI) systems with partial state observation. Building upon our previo…
Stochastic Data-Driven Predictive Control with Equivalence to Stochastic MPC
Ruiqi Li, John W. Simpson-Porco, Stephen L. Smith
We propose a data-driven receding-horizon control method dealing with the chance-constrained output-tracking problem of unknown stochastic linear time-invariant (LTI) systems with…
Data-Driven Model Predictive Control for Linear Time-Periodic Systems
Ruiqi Li, John W. Simpson-Porco, Stephen L. Smith
We consider the problem of data-driven predictive control for an unknown discrete-time linear time-periodic (LTP) system of known period. Our proposed strategy generalizes both Dat…