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robust-mpc

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Implement SLS MPC for linear systems subject to polytopic model uncertainty and additive disturbances.

  • UpdatedMay 3, 2024
  • MATLAB

Robust model predictive control of uncertain linear dynamical systems subject to polytopic model uncertainty and additive disturbances.

  • UpdatedMar 10, 2023
  • MATLAB

Robust model predictive control of discrete-time time-delay systems using System Level Synthesis (linear time-varying state feedback controllers).

  • UpdatedSep 29, 2022
  • MATLAB

This simulation file demonstrates a variant of Robust Tube MPC in which the initial nominal state is a decision variable. Theoretical background can be found at "Mayne, David Q., María M. Seron, and S. V. Raković. "Robust model predictive control of constrained linear systems with bounded disturbances." Automatica 41.2 (2005): 219-224."

  • UpdatedFeb 6, 2024
  • MATLAB

[CDC'22] Robust Output Feedback MPC with Reduced Conservatism under Ellipsoidal Uncertainty

  • UpdatedJan 25, 2023
  • Python

Decentralized Tube-Based Model Predictive Controller. Master Thesis project 2024

  • UpdatedAug 3, 2024
  • Python

Computationally tractable learning-based nonlinear tube MPC using difference of convex neural network dynamic approximation

  • UpdatedJul 5, 2024
  • Python

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