Status:
NOT_YET_RECRUITING
High Dimensional Computing Gesture Recognition
Lead Sponsor:
University Hospital, Grenoble
Collaborating Sponsors:
Commissariat à l'Energie Atomique (CEA) Grenoble
CLINATEC
Conditions:
Healthy Volunteers
Eligibility:
All Genders
18-65 years
Phase:
NA
Brief Summary
The primary objective of this study is the Improvement of gesture recognition and classification accuracy through the use of the HDC algorithm compared to other classification methods (KNN, RF, SGD, N...
Detailed Description
This project aims to work on gesture recognition based on surface electromyography (EMG) recorded on the forearm. The CEA is currently developing a learning algorithm based on hyperdimensional computi...
Eligibility Criteria
Inclusion
- Healthy, right-handed volunteer subject,
- Male or female,
- Age between 18 and 65 years inclusive,
- BMI \< 30 kg/m²,
- Minimum forearm circumference less than 15 cm,
- Subjects agree to shaving or trimming of the right forearm.
- Agreement to the study non-opposition form,
- Subject affiliated with a social security scheme,
- Registered in the national database of individuals who participate in biomedical research
Exclusion
- Subject with a known motor problem in the right forearm and hand,
- Known allergy or intolerance to one of the electrode components,
- Presence of a lesion in the measurement area,
- Subject with an active medical implant (e.g. pacemaker, cochlear implant, etc.),
- Subject wearing a contraceptive implant in the measurement area.
- Female subject aware of pregnancy at the time of measurement,
- Subject refusing to shave or trim the area or whose body hair precludes shaving or trimming the area,
- Presence of a pathology likely to alter the EMG.
- Persons referred to in Articles L1121-5 to L1121-8 of the Public Health Code (corresponds to all protected persons: pregnant women, women in labour, breastfeeding mothers, persons deprived of their liberty by judicial or administrative decision, persons receiving psychiatric care under Articles L. 3212-1 and L. 3213-1 who do not fall under the provisions of Article L. 1121-8, persons admitted to a health or social establishment for purposes other than research, minors, persons subject to a legal protection measure or unable to express their consent).
Key Trial Info
Start Date :
September 1 2025
Trial Type :
INTERVENTIONAL
Allocation :
ESTIMATED
End Date :
March 1 2026
Estimated Enrollment :
10 Patients enrolled
Trial Details
Trial ID
NCT07155460
Start Date
September 1 2025
End Date
March 1 2026
Last Update
September 4 2025
Active Locations (1)
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1
Clinatec Cea/Chuga
Grenoble, France, 38054