Probabilistic Multi-Step Identification With Implicit State Estimation for Stochastic MPC

Stochastic Model Predictive Control (SMPC) is a promising solution for controlling multivariable systems in the presence of uncertainty. However, a core challenge lies in obtaining a probabilistic system model. Recently, multi-step system identification has been proposed as a solution. Multi-step mo...

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Bibliographic Details
Main Authors: Felix Fiedler, Sergio Lucia
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10288497/