H. Kavianirad; F. Missiroli; S. Endo; L. Masia; S. Hirche
Toward Dexterous Hand Functional Movement: Wearable Hybrid Soft Exoglove-FES Study
2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)
2024

Capone, Alexandre;Brüdigam, Tim;Hirche, Sandra
Online Constraint Tightening in Stochastic Model Predictive Control: A Regression Approach
IEEE Transactions on Automatic Control
2024
1-15

Tzu-Yuan Huang, Sihua Zhang, Xiaobing Dai, Capone, Alexandre, Todorovski Velimir, Sosnowski Stefan, Sandra Hirche
Learning-based Prescribed-Time Safety for Control of Unknown Systems with Control Barrier Functions
IEEE Control System Letter
2024

Neha Das, Satoshi Endo, Hossein Kavianirad, Sandra Hirche
Framework for learning a hand intent recognition model from sEMG for FES-based control
2024

Lefringhausen, Robert; Srithasan, Supitsana; Lederer, Armin; Hirche, Sandra
Learning-Based Optimal Control with Performance Guarantees for Unknown Systems with Latent States
90-97
2024 European Control Conference (ECC)
2024

Wenhan Cao; Alexandre Capone; Rishabh Yadav; Sandra Hirche; Wei Pan
Computation-Aware Learning for Stable Control with Gaussian Process
RSS2024
2024

Donié, Cedric;Reumann, Marie K.;Hartung, Tony;Braun, Benedikt J.;Histing, Tina;Endo, Satoshi;Hirche, Sandra
Predictive Model Development to Identify Failed Healing in Patients after Non–Union Fracture Surgery
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2024)
2024

Evangelisti, Giulio;Hirche, Sandra
Data-Driven Momentum Observers With Physically Consistent Gaussian Processes
IEEE Transactions on Robotics
2024
40
1938-1951

H. Kavianirad; M. Forouhar; H. Sadeghian; S. Endo; S. Haddadin; S. Hirche
Model-Based Shared Control of a Hybrid FES-Exoskeleton: an Application in Participant-Specific Robotic Rehabilitation
2023 International Conference on Rehabilitation Robotics, ICORR 2023
2023