30 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidade Estadual de Campinas (UNICAMP)BR37 papers
- Universidade de São PauloBR4 papers
- Universidade Federal do ABCBR3 papers
- Brazilian Synchrotron Light LaboratoryBR2 papers
- Diamond Light SourceGB2 papers
- European Synchrotron Radiation FacilityFR2 papers
- Faculdades GuarulhosBR2 papers
- Informatique, BioInformatique, Systèmes ComplexesFR2 papers
- Laboratoire de Mathématiques et de leurs ApplicationsFR2 papers
- Universidade Estadual Paulista (Unesp)BR2 papers
- Universidad San PedroPE2 papers
- Université de SherbrookeCA2 papers
3 papers · 1 filter
RNN-based linear parameter varying adaptive model predictive control for autonomous driving
Yassine Kebbati, Naima Ait-Oufroukh, Dalil Ichalal +1
Autonomous driving is a complex and highly dynamic process that ensures controlling the coupled longitudinal and lateral vehicle dynamics. Model predictive control, distinguished b…
Learning-based model predictive control with moving horizon state estimation for autonomous racing
Yassine Kebbati, Andreas Rauh, Naima Ait-Oufroukh +2
This paper addresses autonomous racing by introducing a real-time nonlinear model predictive controller (NMPC) coupled with a moving horizon estimator (MHE). The racing problem is…
Constraint qualifications and strong global convergence properties of an augmented Lagrangian method on Riemannian manifolds
Roberto Andreani, Kelvin Rodrigues Couto, Orizon Pereira Ferreira +1
In the past years, augmented Lagrangian methods have been successfully applied to several classes of non-convex optimization problems, inspiring new developments in both theory and…