Abstract
Wearable sensors are gaining in popularity because they enable outdoor experimental monitoring. This paper presents a cost-effective sensorised insole based on a mesh of tactile capacitive sensors. Each sensor’s spatial resolution is about 4 taxels/cm 2 in order to have an accurate reconstruction of the contact pressure distribution. As a consequence, the insole provides information such as contact forces, moments, and centre of pressure. To retrieve this information, a calibration technique that fuses measurements from a vacuum chamber and shoes equipped with force/torque sensors is proposed. The validation analysis shows that the best performance achieved a root mean square error (RMSE) of about 7 N for the contact forces and 2 Nm for the contact moments when using the force/torque shoe data as ground truth. Thus, the insole may be an alternative to force/torque sensors for certain applications, with a considerably more cost-effective and less invasive hardware.
Original language | English |
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Article number | 747 |
Number of pages | 20 |
Journal | Sensors |
Volume | 20 |
Issue number | 3 |
Early online date | 29 Jan 2020 |
DOIs | |
Publication status | Published - 1 Feb 2020 |
Keywords
- Capacitive sensors
- Pressure distribution
- Sensorised insole
- Tactile sensors array
- Wearable sensors