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Updated: Jun 30, 2026

Development of a Novel Task-oriented Rehabilitation Program using a Bimanual Exoskeleton Robotic Hand
Published on: May 20, 2020
Human motor augmentation with an extra robotic arm without functional interference
Giulia Dominijanni1, Daniel Leal Pinheiro1,2, Leonardo Pollina1
1Neuro-X Institute, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
This study introduces a new pipeline and multimodal human-machine interface (HMI) for controlling extra robotic arms (XRAs). The HMI, using gaze and breathing, allows proficient XRA control without hindering natural movements.
Area of Science:
- Robotics
- Neuroscience
- Human-Computer Interaction
Background:
- Extra robotic arms (XRAs) offer potential for daily activities but present sensorimotor control challenges.
- Existing human-machine interfaces (HMIs) may hinder users' natural functions when controlling XRAs.
Purpose of the Study:
- To propose a pipeline for identifying suitable HMIs for XRA control.
- To assess a multimodal motor HMI based on gaze and diaphragmatic respiration for controlling XRAs.
Main Methods:
- Developed a modular neurorobotic platform with virtual reality and an upper limb exoskeleton.
- Assessed a multimodal HMI using gaze detection and diaphragmatic respiration.
- Evaluated control of virtual and wearable XRAs with naïve and experienced users.
Main Results:
- The proposed HMI effectively controls XRAs independently or coordinated with biological limbs.
- Performance improved with training and showed learning retention.
- Haptic feedback did not enhance performance.
- Experienced users outperformed naïve users by 22.2%.
Conclusions:
- The developed pipeline and HMI are viable for controlling XRAs.
- Virtual reality-based training and testing are effective for XRAs.
- The HMI allows proficient XRA control without interfering with natural functions.
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