Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Sep 10;21(18):6082.
doi: 10.3390/s21186082.

Flexible Ultra-Thin Nanocomposite Based Piezoresistive Pressure Sensors for Foot Pressure Distribution Measurement

Affiliations

Flexible Ultra-Thin Nanocomposite Based Piezoresistive Pressure Sensors for Foot Pressure Distribution Measurement

Dhivakar Rajendran et al. Sensors (Basel). .

Abstract

Foot pressure measurement plays an essential role in healthcare applications, clinical rehabilitation, sports training and pedestrian navigation. Among various foot pressure measurement techniques, in-shoe sensors are flexible and can measure the pressure distribution accurately. In this paper, we describe the design and characterization of flexible and low-cost multi-walled carbon nanotubes (MWCNT)/Polydimethylsiloxane (PDMS) based pressure sensors for foot pressure monitoring. The sensors have excellent electrical and mechanical properties an show a stable response at constant pressure loadings for over 5000 cycles. They have a high sensitivity of 4.4 kΩ/kPa and the hysteresis effect corresponds to an energy loss of less than 1.7%. The measurement deviation is of maximally 0.13% relative to the maximal relative resistance. The sensors have a measurement range of up to 330 kPa. The experimental investigations show that the sensors have repeatable responses at different pressure loading rates (5 N/s to 50 N/s). In this paper, we focus on the demonstration of the functionality of an in-sole based on MWCNT/PDMS nanocomposite pressure sensors, weighing approx. 9.46 g, by investigating the foot pressure distribution while walking and standing. The foot pressure distribution was investigated by measuring the resistance changes of the pressure sensors for a person while walking and standing. The results show that pressure distribution is higher in the forefoot and the heel while standing in a normal position. The foot pressure distribution is transferred from the heel to the entire foot and further transferred to the forefoot during the first instance of the gait cycle.

Keywords: bio-medical applications; flexible sensors; foot pressure distribution; gait analysis; multi carbon nanotubes (MWCNT); nanocomposite sensors; polydimethylsiloxane (PDMS); pressure sensor; wearable sensors.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Schematic representation of fabrication of MWCNT/PDMS pressure sensor.
Figure 2
Figure 2
Raman spectra MWCNT/PDMS nanocomposite films.
Figure 3
Figure 3
Grindometer test for investigate agglomerates formation.
Figure 4
Figure 4
DC resistance of with and without encapsulation of the MWCNT/PDMS pressure sensors over day.
Figure 5
Figure 5
Sensor behavior for forward and reverse force cycle. Inside: Sensor behavior for pressure of 150 to 330 kPa.
Figure 6
Figure 6
Cyclic response for 5000 cycles.
Figure 7
Figure 7
Sensor response on different rate of load.
Figure 8
Figure 8
Drift test for MWCNT/PDMS pressure sensor at different pressure applied on it.
Figure 9
Figure 9
Schematic representation of fabrication of the in-sole with MWCNT/PDMS pressure sensor.
Figure 10
Figure 10
Pressure sensor layout in the sole.
Figure 11
Figure 11
Electro-mechanical behavior of CNT/PDMS pressure sensors implemented in the in-sole.
Figure 12
Figure 12
Positions in stationary phase.
Figure 13
Figure 13
Normalized resistance of sensors during position A.
Figure 14
Figure 14
Normalized resistance of sensors during position B.
Figure 15
Figure 15
Normalized resistance of sensors during position C.
Figure 16
Figure 16
Dynamic response of the pressure sensor during dynamic phase.

Similar articles

Cited by

References

    1. International Diabetic Federation Ninth IDF Diabetes Atlas, 9th ed. [(accessed on 2 May 2021)]. Available online: https://www.diabetesatlas.org/
    1. Chatwin K.E., Abbott C.A., Boulton A.J., Bowling F.L., Reeves N.D. The role of foot pressure measurement in the prediction and prevention of diabetic foot ulceration—A comprehensive review. Diabetes/Metab. Res. Rev. 2020;36:e3258. doi: 10.1002/dmrr.3258. - DOI - PMC - PubMed
    1. Barkley R.M., Bumgarner M.R., Poss E.M., Senchina D.S. Physiological versus perceived foot temperature, and perceived comfort, during treadmill running in shoes and socks of various constructions. Am. J. Undergrad. Res. 2011;10:7–14. doi: 10.33697/ajur.2011.019. - DOI
    1. Prompers L., Huijberts M., Schaper N., Apelqvist J., Bakker K., Edmonds M., Holstein P., Jude E., Jirkovska A., Mauricio D., et al. Resource utilisation and costs associated with the treatment of diabetic foot ulcers. prospective data from the eurodiale study. Diabetologia. 2008;51:1826–1834. doi: 10.1007/s00125-008-1089-6. - DOI - PubMed
    1. Oliveira S.S., Pannuti C.M., Paranhos K.S., Tanganeli J.P., Laganá D.C., Sesma N., Duarte M., Frigerio M.L.M., Cho S.-C. Effect of occlusal splint and therapeutic exercises on postural balance of patients with signs and symptoms of temporomandibular disorder. Clin. Exp. Dent. Res. 2019;5:109–115. doi: 10.1002/cre2.136. - DOI - PMC - PubMed

Substances

LinkOut - more resources