Stochastic Tubes in Model Predictive Control with Probabilistic Constraints

Recent developments in stochastic MPC provided guarantees of closed loop stability and satisfaction of probabilistic and hard constraints. However the required computation can be formidable for anything other than short prediction horizons. This difficulty is removed in the current paper through the...

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Bibliografski detalji
Glavni autori: Cannon, M, Kouvaritakis, B, Rakovic, S, Cheng, Q, IEEE
Format: Conference item
Izdano: 2010