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2021 | OriginalPaper | Buchkapitel

Ultra Thin Nanocomposite In-Sole Pressure Sensor Matrix for Gait Analysis

verfasst von : Dhivakar Rajendran, Bilel Ben Atitallah, Rajarajan Ramalingame, Roberto Bautista Quijano Jose, Olfa Kanoun

Erschienen in: Advanced Sensors for Biomedical Applications

Verlag: Springer International Publishing

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Abstract

Gait analysis plays an important role in various applications such as health care, clinical rehabilitation, sport training and pedestrian navigation. In order to monitor the human gait, an interesting approach is to analyze the foot plantar pressure distribution between the foot and the ground. In recent years, the emergence of flexible, soft and lightweight sensors facilitates the rapid technological advances in in-shoe foot pressure measurements, thereby especially carbon nanotubes-based sensors provide an outstanding solution for the implementation of flexible, soft pressure sensors in foot pressure distribution analysis. This chapter focuses on the design and implementation of multiwalled carbon nanotubes (CNT)/polydimethylsil-oxane (PDMS) based nanocomposite pressure sensors for the analysis of the foot pressure distribution. The sensor is durable, stable and shows sensitivity of 3.3 k\({\Omega }\)/kPa and hysteresis smaller than 3.64% with maximum detectable pressure up to 217 kPa, which is suitable for the measurement of human foot pressure. The proposed sensor has been implemented in a flexible in-sole, which is designed based on normal arch foot anatomy. A total of 12 sensors are distributed in the heel, lateral back foot, midfoot and front foot. The foot pressure distribution for different persons while walking and standing using nanocomposite sensor based in-sole were investigated by measuring the changing in resistance of the pressure sensors, when pressure applied on it. It shows that foot pressure distribution is higher in the fore foot and the heel while person standing in normal position. While walking, initially the foot pressure is in the heel and then transferred to the entire foot and finally it is concentrated on the fore foot.

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Literatur
Zurück zum Zitat Abdul Razak, A. H., Zayegh, A., Begg, R. K., & Wahab, Y. (2012). Foot plantar pressure measurement system: A review. Sensors, 12(7), 9884–9912. CrossRef Abdul Razak, A. H., Zayegh, A., Begg, R. K., & Wahab, Y. (2012). Foot plantar pressure measurement system: A review. Sensors, 12(7), 9884–9912. CrossRef
Zurück zum Zitat Canavese, G., Stassi, S., Fallauto, C., Corbellini, S., Cauda, V., Di Donato, M., Pirola, M., & Pirri, F. C. (2014). Stretchable and wearable piezoresistive insole for continuous pressure monitoring. Key Engineering Materials, 605, 474–477. Trans Tech Publications Canavese, G., Stassi, S., Fallauto, C., Corbellini, S., Cauda, V., Di Donato, M., Pirola, M., & Pirri, F. C. (2014). Stretchable and wearable piezoresistive insole for continuous pressure monitoring. Key Engineering Materials, 605, 474–477. Trans Tech Publications
Zurück zum Zitat Cheng, M.-Y., Tsao, C.-M., Lai, Y.-Z., & Yang, Y.-J. (2011). The development of a highly twistable tactile sensing array with stretchable helical electrodes. Sensors and Actuators A: Physical, 166(2), 226–233. CrossRef Cheng, M.-Y., Tsao, C.-M., Lai, Y.-Z., & Yang, Y.-J. (2011). The development of a highly twistable tactile sensing array with stretchable helical electrodes. Sensors and Actuators A: Physical, 166(2), 226–233. CrossRef
Zurück zum Zitat Crawford, F., Nicolson, D. J., Amanna, A. E., Martin, A., Gupta, S., Leese, G. P., et al. (2020). Preventing foot ulceration in diabetes: Systematic review and meta-analyses of rct data. Diabetologia, 63(1), 49–64. CrossRef Crawford, F., Nicolson, D. J., Amanna, A. E., Martin, A., Gupta, S., Leese, G. P., et al. (2020). Preventing foot ulceration in diabetes: Systematic review and meta-analyses of rct data. Diabetologia, 63(1), 49–64. CrossRef
Zurück zum Zitat da Costa, T. H., & Choi, J.-W. (2017). A flexible two dimensional force sensor using PDMS nanocomposite. Microelectronic Engineering, 174, 64–69. CrossRef da Costa, T. H., & Choi, J.-W. (2017). A flexible two dimensional force sensor using PDMS nanocomposite. Microelectronic Engineering, 174, 64–69. CrossRef
Zurück zum Zitat Franklin, S., Grey, M. J., Heneghan, N., Bowen, L., & Li, F.-X. (2015). Barefoot vs common footwear: A systematic review of the kinematic, kinetic and muscle activity differences during walking. Gait & Posture, 42(3), 230–239. CrossRef Franklin, S., Grey, M. J., Heneghan, N., Bowen, L., & Li, F.-X. (2015). Barefoot vs common footwear: A systematic review of the kinematic, kinetic and muscle activity differences during walking. Gait & Posture, 42(3), 230–239. CrossRef
Zurück zum Zitat Huang, W., Dai, K., Zhai, Y., Liu, H., Zhan, P., Gao, J., et al. (2017). Flexible and lightweight pressure sensor based on carbon nanotube/thermoplastic polyurethane-aligned conductive foam with superior compressibility and stability. ACS Applied Materials & Interfaces, 9(48), 42266–42277. CrossRef Huang, W., Dai, K., Zhai, Y., Liu, H., Zhan, P., Gao, J., et al. (2017). Flexible and lightweight pressure sensor based on carbon nanotube/thermoplastic polyurethane-aligned conductive foam with superior compressibility and stability. ACS Applied Materials & Interfaces, 9(48), 42266–42277. CrossRef
Zurück zum Zitat Jeffcoate, W. J., & Harding, K. G. (2003). Diabetic foot ulcers. The Lancet, 361(9368), 1545–1551. CrossRef Jeffcoate, W. J., & Harding, K. G. (2003). Diabetic foot ulcers. The Lancet, 361(9368), 1545–1551. CrossRef
Zurück zum Zitat Kanoun, O., Bouhamed, A., Ramalingame, R., Bautista-Quijano, J. R., Rajendran, D., & Al-Hamry, A. (2021). Review on conductive polymer/CNTs nanocomposites based flexible and stretchable strain and pressure sensors. Sensors, 21(2), 341; 1–29. Kanoun, O., Bouhamed, A., Ramalingame, R., Bautista-Quijano, J. R., Rajendran, D., & Al-Hamry, A. (2021). Review on conductive polymer/CNTs nanocomposites based flexible and stretchable strain and pressure sensors. Sensors, 21(2), 341; 1–29.
Zurück zum Zitat Kanoun, O., Müller, C., Benchirouf, A., Sanli, A., Dinh, T. N., Al-Hamry, A., et al. (2014). Flexible carbon nanotube films for high performance strain sensors. Sensors, 14(6), 10042–10071. CrossRef Kanoun, O., Müller, C., Benchirouf, A., Sanli, A., Dinh, T. N., Al-Hamry, A., et al. (2014). Flexible carbon nanotube films for high performance strain sensors. Sensors, 14(6), 10042–10071. CrossRef
Zurück zum Zitat Karimov, K. S., Sulaiman, K., Ahmad, Z., Akhmedov, K., & Mateen, A. (2015). Novel pressure and displacement sensors based on carbon nanotubes. Chinese Physics B, 24(1) Karimov, K. S., Sulaiman, K., Ahmad, Z., Akhmedov, K., & Mateen, A. (2015). Novel pressure and displacement sensors based on carbon nanotubes. Chinese Physics B, 24(1)
Zurück zum Zitat Kong, K., & Tomizuka, M. (2008). Smooth and continuous human gait phase detection based on foot pressure patterns. In 2008 IEEE International Conference on Robotics and Automation (pp. 3678–3683). IEEE. Kong, K., & Tomizuka, M. (2008). Smooth and continuous human gait phase detection based on foot pressure patterns. In 2008 IEEE International Conference on Robotics and Automation (pp. 3678–3683). IEEE.
Zurück zum Zitat Lee, D.-W., & Choi, Y.-S. (2008). A novel pressure sensor with a PDMS diaphragm. Microelectronic Engineering, 85(5–6), 1054–1058. CrossRef Lee, D.-W., & Choi, Y.-S. (2008). A novel pressure sensor with a PDMS diaphragm. Microelectronic Engineering, 85(5–6), 1054–1058. CrossRef
Zurück zum Zitat Lin, F., Wang, A., Zhuang, Y., Tomita, M. R., & Xu, W. (2016). Smart insole: A wearable sensor device for unobtrusive gait monitoring in daily life. IEEE Transactions on Industrial Informatics, 12(6), 2281–2291. CrossRef Lin, F., Wang, A., Zhuang, Y., Tomita, M. R., & Xu, W. (2016). Smart insole: A wearable sensor device for unobtrusive gait monitoring in daily life. IEEE Transactions on Industrial Informatics, 12(6), 2281–2291. CrossRef
Zurück zum Zitat Lou, C., Wang, S., Liang, T., Pang, C., Huang, L., Run, M., et al. (2017). A graphene-based flexible pressure sensor with applications to plantar pressure measurement and gait analysis. Materials, 10(9), 1068. CrossRef Lou, C., Wang, S., Liang, T., Pang, C., Huang, L., Run, M., et al. (2017). A graphene-based flexible pressure sensor with applications to plantar pressure measurement and gait analysis. Materials, 10(9), 1068. CrossRef
Zurück zum Zitat Lyons, T. E., Rosenblum, B. I., & Veves, A. (2006). Foot pressure abnormalities in the diabetic foot. In The Diabetic Foot, (pp. 163–184). Berlin: Springer. Lyons, T. E., Rosenblum, B. I., & Veves, A. (2006). Foot pressure abnormalities in the diabetic foot. In The Diabetic Foot, (pp. 163–184). Berlin: Springer.
Zurück zum Zitat Maddipatla, D., Narakathu, B. B., Ali, M. M., Chlaihawi, A. A., & Atashbar, M. Z. (2017). Development of a novel carbon nanotube based printed and flexible pressure sensor. In 2017 IEEE Sensors Applications Symposium (SAS) (pp. 1–4). IEEE. Maddipatla, D., Narakathu, B. B., Ali, M. M., Chlaihawi, A. A., & Atashbar, M. Z. (2017). Development of a novel carbon nanotube based printed and flexible pressure sensor. In 2017 IEEE Sensors Applications Symposium (SAS) (pp. 1–4). IEEE.
Zurück zum Zitat Nobeshima, T., Uemura, S., Yoshida, M., & Kamata, T. (2016). Stretchable conductor from oriented short conductive fibers for wiring soft electronics. Polymer Bulletin, 73(9), 2521–2529. CrossRef Nobeshima, T., Uemura, S., Yoshida, M., & Kamata, T. (2016). Stretchable conductor from oriented short conductive fibers for wiring soft electronics. Polymer Bulletin, 73(9), 2521–2529. CrossRef
Zurück zum Zitat Pyo, S., Jo, E., Kwon, D.-S., Kim, W., Chang, W., & Kim, J. (2017). Fabrication of carbon nanotube-coated fabric for highly sensitive pressure sensor. In 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS) (pp. 962–965). IEEE. Pyo, S., Jo, E., Kwon, D.-S., Kim, W., Chang, W., & Kim, J. (2017). Fabrication of carbon nanotube-coated fabric for highly sensitive pressure sensor. In 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS) (pp. 962–965). IEEE.
Zurück zum Zitat Ramalingame, R., Hu, Z., Gerlach, C., & Kanoun, O. (2017a). Shoe insole with mwcnt-pdms-composite sensors for pressure monitoring. In 2017 IEEE Sensors (pp. 1–3). IEEE. Ramalingame, R., Hu, Z., Gerlach, C., & Kanoun, O. (2017a). Shoe insole with mwcnt-pdms-composite sensors for pressure monitoring. In 2017 IEEE Sensors (pp. 1–3). IEEE.
Zurück zum Zitat Ramalingame, R., Rajendran, D., & Kanoun, O. (2017b). Method optimization of mwnct/pdms nanocomposites using organic solvents. Printed Future Days 2017 (pp. 121–125). Ramalingame, R., Rajendran, D., & Kanoun, O. (2017b). Method optimization of mwnct/pdms nanocomposites using organic solvents. Printed Future Days 2017 (pp. 121–125).
Zurück zum Zitat Ramalingame, R., Lakshmanan, A., Müller, F., Thomas, U., & Kanoun, O. (2019). Highly sensitive capacitive pressure sensors for robotic applications based on carbon nanotubes and pdms polymer nanocomposite. Journal of Sensors and Sensor Systems, 8(1), 87–94. Ramalingame, R., Lakshmanan, A., Müller, F., Thomas, U., & Kanoun, O. (2019). Highly sensitive capacitive pressure sensors for robotic applications based on carbon nanotubes and pdms polymer nanocomposite. Journal of Sensors and Sensor Systems, 8(1), 87–94.
Zurück zum Zitat Sepulveda, A. T., Fachin, F., de Villoria, R. G., Wardle, B. L., Viana, J. C., Pontes, A. J., et al. (2011). Nanocomposite flexible pressure sensor for biomedical applications. Procedia Engineering, 25, 140–143. CrossRef Sepulveda, A. T., Fachin, F., de Villoria, R. G., Wardle, B. L., Viana, J. C., Pontes, A. J., et al. (2011). Nanocomposite flexible pressure sensor for biomedical applications. Procedia Engineering, 25, 140–143. CrossRef
Zurück zum Zitat Shu, L., Hua, T., Wang, Y., Li, Q., Feng, D. D., & Tao, X. (2010). In-shoe plantar pressure measurement and analysis system based on fabric pressure sensing array. IEEE Transactions on Information Technology in Biomedicine, 14(3), 767–775. Shu, L., Hua, T., Wang, Y., Li, Q., Feng, D. D., & Tao, X. (2010). In-shoe plantar pressure measurement and analysis system based on fabric pressure sensing array. IEEE Transactions on Information Technology in Biomedicine, 14(3), 767–775.
Zurück zum Zitat Soetanto, W., Nguyen, N. T., & Wang, W.-C. (2011). Fiber optic plantar pressure, shear sensor. In Health Monitoring of Structural and Biological Systems 2011 (Vol. 7984, p. 79840Z). International society for optics and photonics Soetanto, W., Nguyen, N. T., & Wang, W.-C. (2011). Fiber optic plantar pressure, shear sensor. In Health Monitoring of Structural and Biological Systems 2011 (Vol. 7984, p. 79840Z). International society for optics and photonics
Zurück zum Zitat So, H.-M., Sim, J. W., Kwon, J., Yun, J., Baik, S., & Chang, W. S. (2013). Carbon nanotube based pressure sensor for flexible electronics. Materials Research Bulletin, 48(12), 5036–5039. CrossRef So, H.-M., Sim, J. W., Kwon, J., Yun, J., Baik, S., & Chang, W. S. (2013). Carbon nanotube based pressure sensor for flexible electronics. Materials Research Bulletin, 48(12), 5036–5039. CrossRef
Zurück zum Zitat Sousa, P. J., Silva, L. R., Goncalves, L. M., & Minas, G. (2015). Patterned CNT-PDMS nanocomposites for flexible pressure sensors. In 2015 IEEE 4th Portuguese Meeting on Bioengineering (ENBENG) (pp. 1–4). IEEE. Sousa, P. J., Silva, L. R., Goncalves, L. M., & Minas, G. (2015). Patterned CNT-PDMS nanocomposites for flexible pressure sensors. In 2015 IEEE 4th Portuguese Meeting on Bioengineering (ENBENG) (pp. 1–4). IEEE.
Zurück zum Zitat Stalin, M. (2012). Development of a smart insole system for real-time detection of temporal gait parameters and related deviations in unilateral lower-limb amputees. Doctoral Dissertatin, University of Miami. Stalin, M. (2012). Development of a smart insole system for real-time detection of temporal gait parameters and related deviations in unilateral lower-limb amputees. Doctoral Dissertatin, University of Miami.
Zurück zum Zitat Walther, M., Hörterer, H., & Hilgers, M. (2020). Foot injuries. In Injury and health risk management in sports (pp. 173–178). Berlin: Springer. Walther, M., Hörterer, H., & Hilgers, M. (2020). Foot injuries. In Injury and health risk management in sports (pp. 173–178). Berlin: Springer.
Zurück zum Zitat Zulkifli, S. S., & Loh, W. P. (2020). A state-of-the-art review of foot pressure. Foot and Ankle Surgery, 26(1), 25–32. CrossRef Zulkifli, S. S., & Loh, W. P. (2020). A state-of-the-art review of foot pressure. Foot and Ankle Surgery, 26(1), 25–32. CrossRef
Metadaten
Titel
Ultra Thin Nanocomposite In-Sole Pressure Sensor Matrix for Gait Analysis
verfasst von
Dhivakar Rajendran
Bilel Ben Atitallah
Rajarajan Ramalingame
Roberto Bautista Quijano Jose
Olfa Kanoun
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-71225-9_2

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