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Marine Pétriaux

6 accepted papers

2025

Exosense: A Vision-Based Scene Understanding System for Exoskeletons

RA-L 2025

Self-balancing exoskeletons are a key enabling technology for individuals with mobility impairments. While the current challenges focus on human-compliant hardware and control, unlocking their use for daily activities requires a scene perception system. In this work, we present <italic xmlns:mml="ht

Cited by 4SourceScholar
2025

Hybrid Data-Driven Predictive Control for Robust and Reactive Exoskeleton Locomotion Synthesis

IROS 2025

Robust bipedal locomotion in exoskeletons requires the ability to dynamically react to changes in the environment in real time. This paper introduces the hybrid data-driven predictive control (HDDPC) framework, an extension of the data-enabled predictive control, that addresses these challenges by s

Cited by 0SourceScholar
2025

Leg Exoskeleton Odometry using a Limited FOV Depth Sensor

ICRA 2025

For leg exoskeletons to operate effectively in real-world environments, they must be able to perceive and understand the terrain around them. However, unlike other legged robots, exoskeletons face specific constraints on where depth sensors can be mounted due to the presence of a human user. These c

Cited by 0SourceScholar
2023

Enabling safe walking rehabilitation on the exoskeleton Atalante: experimental results

ICRA 2023poster

This paper exposes a control architecture enabling rehabilitation of walking impaired patients with the lower-limb exoskeleton Atalante. Atalante's control system is modified to allow the patient to contribute to the walking motion through their efforts. Only the swing leg degree of freedom along th…

Cited by 1SourceScholar
2023

Multi-IMU Proprioceptive State Estimator for Humanoid Robots

IROS 2023poster

Algorithms for state estimation of humanoid robots usually assume that the feet remain flat and in a constant position while in contact with the ground. However, this hypothesis is easily violated while walking, especially for human-like gaits with heel-toe motion. This reduces the time during which…

Cited by 5SourceScholar
2022

MOVIE: A Velocity-Aided IMU Attitude Estimator for Observing and Controlling Multiple Deformations on Legged Robots

RA-L 2022

This letter presents a novel observer for estimating the state of a legged robot with deformations in the structure, taking into account the dynamic nature of walking motions. Specifically, it considers a robot with several punctual deformations, whose rotations are estimated using low-cost IMUs. To

Cited by 17SourceScholar