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2019 | OriginalPaper | Buchkapitel

EIT-Based Tactile Sensing Patches for Rehabilitation and Human Machine Interaction

verfasst von : Stefania Russo, Nicola Carbonaro, Alessandro Tognetti

Erschienen in: Wearable Robotics: Challenges and Trends

Verlag: Springer International Publishing

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Abstract

We present the development of an innovative stretchable tactile sensor based on electrical impedance tomography (EIT) for applications in wearable robotics and rehabilitation. To extract the tactile information we exploit the electrical impedance tomography technique to reconstruct the local conductivity changes of a piezoresistive fabric. The EIT method poses several new challenges in the reconstruction, counterbalanced by the overcoming of many of the drawbacks of the current tactile sensors. Results obtained are preliminary but encouraging and we believe that the combination of the EIT method with advanced machine learning techniques will enable reliable wearable tactile sensing.

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Literatur
1.
Zurück zum Zitat Tognetti, A., Lorussi, F., Dalle Mura, G., Carbonaro, N., Pacelli, M., Paradiso, R., De Rossi, D.: New generation of wearable goniometers for motion capture systems. J. Neuroeng. Rehabil. 11(1), 56 (2014)CrossRef Tognetti, A., Lorussi, F., Dalle Mura, G., Carbonaro, N., Pacelli, M., Paradiso, R., De Rossi, D.: New generation of wearable goniometers for motion capture systems. J. Neuroeng. Rehabil. 11(1), 56 (2014)CrossRef
2.
Zurück zum Zitat Lorussi, F., Carbonaro, N., De Rossi, D., Tognetti, A.: A bi-articular model for scapular-humeral rhythm reconstruction through data from wearable sensors. J. Neuroeng. Rehabil. 13(1), 40 (2016)CrossRef Lorussi, F., Carbonaro, N., De Rossi, D., Tognetti, A.: A bi-articular model for scapular-humeral rhythm reconstruction through data from wearable sensors. J. Neuroeng. Rehabil. 13(1), 40 (2016)CrossRef
3.
Zurück zum Zitat Tognetti, A., Lorussi, F., Carbonaro, N., De Rossi, D.: Wearable goniometer and accelerometer sensory fusion for knee joint angle measurement in daily life. Sensors 15(11), 28 435–28 455 (2015)CrossRef Tognetti, A., Lorussi, F., Carbonaro, N., De Rossi, D.: Wearable goniometer and accelerometer sensory fusion for knee joint angle measurement in daily life. Sensors 15(11), 28 435–28 455 (2015)CrossRef
4.
Zurück zum Zitat Lorussi, F., Carbonaro, N., De Rossi, D., Paradiso, R., Veltink, P., Tognetti, A.: Wearable textile platform for assessing stroke patient treatment in daily life conditions. Front. Bioeng. Biotechnol. 4, 28 (2016)CrossRef Lorussi, F., Carbonaro, N., De Rossi, D., Paradiso, R., Veltink, P., Tognetti, A.: Wearable textile platform for assessing stroke patient treatment in daily life conditions. Front. Bioeng. Biotechnol. 4, 28 (2016)CrossRef
5.
Zurück zum Zitat Lucchesi, I., Lorussi, F., Bellizzi, M., Carbonaro, N., Trotta, L., Casarosa, S., Tognetti, A.: Daily life self-management and self-treatment of musculoskeletal disorders through shoulphy. In: Proceedings of the 7th EAI International Conference on Wireless Mobile Communication and Healthcare, 14–15 Novembre 2017, p. 8 (2017) Lucchesi, I., Lorussi, F., Bellizzi, M., Carbonaro, N., Trotta, L., Casarosa, S., Tognetti, A.: Daily life self-management and self-treatment of musculoskeletal disorders through shoulphy. In: Proceedings of the 7th EAI International Conference on Wireless Mobile Communication and Healthcare, 14–15 Novembre 2017, p. 8 (2017)
6.
Zurück zum Zitat Bianchi, M., Haschke, R., Büscher, G., Ciotti, S., Carbonaro, N., Tognetti, A.: A multi-modal sensing glove for human manual-interaction studies. Electronics 5(3), 42 (2016)CrossRef Bianchi, M., Haschke, R., Büscher, G., Ciotti, S., Carbonaro, N., Tognetti, A.: A multi-modal sensing glove for human manual-interaction studies. Electronics 5(3), 42 (2016)CrossRef
7.
Zurück zum Zitat Carbonaro, N., Anania, G., Bacchereti, M., Donati, G., Ferretti, L., Pellicci, G., Parrini, G., Vitetta, N., De Rossi, D., Tognetti, A.: An innovative multisensor controlled prosthetic hand. In: XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, pp. 93–96. Springer (2014) Carbonaro, N., Anania, G., Bacchereti, M., Donati, G., Ferretti, L., Pellicci, G., Parrini, G., Vitetta, N., De Rossi, D., Tognetti, A.: An innovative multisensor controlled prosthetic hand. In: XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, pp. 93–96. Springer (2014)
8.
Zurück zum Zitat Donati, M., Vitiello, N., De Rossi, S.M.M., Lenzi, T., Crea, S., Persichetti, A., Giovacchini, F., Koopman, B., Podobnik, J., Munih, M., Carrozza, M.C.: A flexible sensor technology for the distributed measurement of interaction pressure. Sensors. 13(1), 1021–1045 (2013). http://www.mdpi.com/1424-8220/13/1/1021CrossRef Donati, M., Vitiello, N., De Rossi, S.M.M., Lenzi, T., Crea, S., Persichetti, A., Giovacchini, F., Koopman, B., Podobnik, J., Munih, M., Carrozza, M.C.: A flexible sensor technology for the distributed measurement of interaction pressure. Sensors. 13(1), 1021–1045 (2013). http://​www.​mdpi.​com/​1424-8220/​13/​1/​1021CrossRef
9.
Zurück zum Zitat Sadarangani, G.P., Jiang, X., Simpson, L.A., Eng, J.J., Menon, C.: Force myography for monitoring grasping in individuals with stroke with mild to moderate upper-extremity impairments: a preliminary investigation in a controlled environment. Front. Bioeng. Biotechnol. 5, 42 (2017)CrossRef Sadarangani, G.P., Jiang, X., Simpson, L.A., Eng, J.J., Menon, C.: Force myography for monitoring grasping in individuals with stroke with mild to moderate upper-extremity impairments: a preliminary investigation in a controlled environment. Front. Bioeng. Biotechnol. 5, 42 (2017)CrossRef
10.
Zurück zum Zitat Silvera-Tawil, D., Rye, D., Soleimani, M., Velonaki, M.: Electrical impedance tomography for artificial sensitive robotic skin: a review. IEEE Sens. J.15(4), 2001–2016 (2015)CrossRef Silvera-Tawil, D., Rye, D., Soleimani, M., Velonaki, M.: Electrical impedance tomography for artificial sensitive robotic skin: a review. IEEE Sens. J.15(4), 2001–2016 (2015)CrossRef
11.
Zurück zum Zitat Adler, A., Arnold, J.H., Bayford, R., Borsic, A., Brown, B., Dixon, P., Faes, T.J., Frerichs, I., Gagnon, H., Gärber, Y.: GREIT: a unified approach to 2d linear eit reconstruction of lung images. Physiol. Meas. 30(6), S35 (2009)CrossRef Adler, A., Arnold, J.H., Bayford, R., Borsic, A., Brown, B., Dixon, P., Faes, T.J., Frerichs, I., Gagnon, H., Gärber, Y.: GREIT: a unified approach to 2d linear eit reconstruction of lung images. Physiol. Meas. 30(6), S35 (2009)CrossRef
12.
Zurück zum Zitat Holder, D.S.: Electrical Impedance Tomography: Methods, History and Applications. CRC Press, Boca Raton (2004)CrossRef Holder, D.S.: Electrical Impedance Tomography: Methods, History and Applications. CRC Press, Boca Raton (2004)CrossRef
13.
Zurück zum Zitat Adler, A., Lionheart, W.R.: Uses and abuses of EIDORS: an extensible software base for EIT. Physiol. Meas. 27(5), S25 (2006)CrossRef Adler, A., Lionheart, W.R.: Uses and abuses of EIDORS: an extensible software base for EIT. Physiol. Meas. 27(5), S25 (2006)CrossRef
Metadaten
Titel
EIT-Based Tactile Sensing Patches for Rehabilitation and Human Machine Interaction
verfasst von
Stefania Russo
Nicola Carbonaro
Alessandro Tognetti
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-01887-0_3

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