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Deformable Sensors for Pressure and Position Assessment Using Time-Domain Reflectometry in Motor Rehabilitation
Andrea Cataldo1, Antonio Masciullo1, Giuseppina Monti1
1Department of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.
Sensors (Basel, Switzerland)
|August 13, 2026
Summary
This study introduces deformable sensors using time-domain reflectometry (TDR) for monitoring rehabilitation interactions. These TDR sensors offer adaptable, low-complexity solutions for tracking patient movements and improving motor rehabilitation outcomes.
Area of Science:
- Biomedical Engineering
- Sensor Technology
- Rehabilitation Science
Background:
- Monitoring patient interactions is crucial for effective motor rehabilitation.
- Existing sensors may lack the adaptability and spatial resolution required for diverse rehabilitation tasks.
- Deformable sensors offer potential for unobtrusive and context-aware interaction monitoring.
Purpose of the Study:
- To design and validate deformable sensors utilizing time-domain reflectometry (TDR) for rehabilitation interaction monitoring.
- To investigate different sensor architectures for suitability in various rehabilitation scenarios.
- To establish the relationship between sensor response and physical interaction parameters like depth and location.
Main Methods:
- Three deformable sensor architectures were designed: planar multilayer, coaxial foam, and coaxial TPU-Hilbert.
- Controlled indentation tests were conducted to analyze sensor responses.
- Two TDR-derived features, minimum reflection coefficient (ρmin) and perturbation time (tpert), were extracted.
- Calibration curves and 2D maps were generated to analyze sensor performance.
- Application-oriented manual tests assessed suitability for different grasp types.
Main Results:
- TDR-derived features (ρmin and tpert) correlated with deformation intensity and contact localization.
- Sensor performance varied across the three geometries, indicating suitability for specific rehabilitation tasks.
- Planar and coaxial sensors demonstrated adaptability for localized pressing, grasping, and squeezing.
- Preliminary calibration and mapping provided insights into position and depth dependence.
Conclusions:
- Time-domain reflectometry (TDR)-based deformable sensors are viable for spatially resolved monitoring of motor rehabilitation interactions.
- These sensors are low-complexity and geometry-adaptable, making them suitable for diverse rehabilitation applications.
- The findings support the use of TDR sensors for objective and detailed assessment of patient motor function during rehabilitation.
