3D-Printed Insole for Measuring Ground Reaction Force and Center of Pressure During Walking

Ground reaction force (GRF) and center of pressure (COP) during walking are two important measures that could be used in a range of applications, from the control of devices such as exoskeletons to clinical assessments. Recording these measures requires fixed laboratory equipment such as force plates or expensive portable insoles. We present an alternative approach by developing a 3D-printed insole that uses pneumatic chambers and pressure sensors to estimate the net GRF and the anterior-posterior COP position. The intentionally simple design, using just two pneumatic chambers, can be fabricated using standard 3D printing technology and readily available soft materials. We used experimentally recorded data from a motion capture system along with parameter identification techniques to characterize and validate the insole while walking at different speeds. Our results showed that the insole was capable of withstanding repeated loading during walking-up to 1.2 times the body weight-and possessed a bandwidth high enough to capture gait dynamics. The identified models could estimate the GRF and the anterior-posterior COP position with less than 9% error. These results compare favourably with those of commercially available instrumented insoles and can be obtained at a fraction of their cost. This low-cost yet effective solution could assist in applications where it is important to record gait outside of laboratory conditions, but the cost of commercial solutions is prohibitive.

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Publication Details

Journal
Sensors
Published
2025-04-17
DOI
https://doi.org/10.3390/s25082524
Citations
5
Primary Topic
Muscle activation and electromyography studies
Type
article
Field-Weighted Citation Impact
3.37

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article

3D-Printed Insole for Measuring Ground Reaction Force and Center of Pressure During Walking

Lucy Armitage, Gürsel Alıcı, Manish Sreenivasa, Joel Bottin-Noonan et al.
5 citations
Sensors
Muscle activation and electromyography studies
3.37
article

3D-Printed Insole for Measuring Ground Reaction Force and Center of Pressure During Walking

Lucy Armitage, Gürsel Alıcı, Manish Sreenivasa, Joel Bottin-Noonan, Le Thao Chi Vu
article en
5 citations

Abstract

Ground reaction force (GRF) and center of pressure (COP) during walking are two important measures that could be used in a range of applications, from the control of devices such as exoskeletons to clinical assessments. Recording these measures requires fixed laboratory equipment such as force plates or expensive portable insoles. We present an alternative approach by developing a 3D-printed insole that uses pneumatic chambers and pressure sensors to estimate the net GRF and the anterior-posterior COP position. The intentionally simple design, using just two pneumatic chambers, can be fabricated using standard 3D printing technology and readily available soft materials. We used experimentally recorded data from a motion capture system along with parameter identification techniques to characterize and validate the insole while walking at different speeds. Our results showed that the insole was capable of withstanding repeated loading during walking-up to 1.2 times the body weight-and possessed a bandwidth high enough to capture gait dynamics. The identified models could estimate the GRF and the anterior-posterior COP position with less than 9% error. These results compare favourably with those of commercially available instrumented insoles and can be obtained at a fraction of their cost. This low-cost yet effective solution could assist in applications where it is important to record gait outside of laboratory conditions, but the cost of commercial solutions is prohibitive.

SensorsVol. 25(8)
University of Wollongong (AU)
University of Wollongong
Openalex Percentile: Top 8%
Muscle activation and electromyography studies
3.37
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3D-Printed Insole for Measuring Ground Reaction Force and Center of Pressure During Walking — Lucy Armitage, Gürsel Alıcı, et al. · Sensors (2025) | TGRS Research Map | TGRS