Search Results for author: João Nunes

Found 2 papers, 0 papers with code

R$^2$NMPC: A Real-Time Reduced Robustified Nonlinear Model Predictive Control with Ellipsoidal Uncertainty Sets for Autonomous Vehicle Motion Control

no code implementations10 Nov 2023 Baha Zarrouki, João Nunes, Johannes Betz

In this paper, we present a novel Reduced Robustified NMPC (R$^2$NMPC) algorithm that has the same complexity as an equivalent nominal NMPC while enhancing it with robustified constraints based on the dynamics of ellipsoidal uncertainty sets.

Model Predictive Control

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