Nanocomposite Piezoresistive Pressure Sensor in Gait Monitoring for Arthritis Patient

References

• X. Ma, H. Wang, B. Xue, M. Zhou, B. Ji, and Y. Li, “Depth-based human fall detection via shape features and improved extreme learning machine,” IEEE J. Biomed. Health. Inf., Vol. 18, no. 6, pp. 1915–1922, Nov. 2014.
   PubMed Web of Science ®Google Scholar
• A. Rampp, J. Barth, S. Schülein, K. Gaßmann, J. Klucken, and B. M. Eskofier, “Inertial sensor-based stride parameter calculation from gait sequences in geriatric patients,” IEEE Trans. Biomed. Eng., Vol. 62, no. 4, pp. 1089–1097, April 2015.
   PubMed Web of Science ®Google Scholar
• H. Lee, and N. Hogan, “Time-varying ankle mechanical impedance during human locomotion,” IEEE Trans. Neural. Syst. Rehabil. Eng., Vol. 23, no. 5, pp. 755–764, Sept. 2015.
   PubMed Web of Science ®Google Scholar
• S. Chen, J. Lach, B. Lo, and G. Yang, “Toward pervasive gait analysis with wearable sensors: a systematic review,” IEEE J. Biomed. Health. Inf., Vol. 20, no. 6, pp. 1521–1537, Nov. 2016.
   PubMed Web of Science ®Google Scholar
• S. J. Morris, and J. A. Paradiso, “A compact wearable sensor package for clinical gait monitoring,” Offspring, Vol. 1, no. 1, pp. 7–15, Jan. 2003.
   Google Scholar
• C. O Quigley, et al., “Characteristics of a piezo-resistive fabric stretch sensor glove for home-monitoring of rheumatoid arthritis,” in 11th international Conference on Wearable and implantable body sensor networks workshops, Jun. 2014, pp. 23–26.
   Google Scholar
• I. González, J. Fontecha, R. Hervás, and J. Bravo, “An ambulatory system for gait monitoring based on wireless sensorized insoles,” Sensors, Vol. 15, no. 7, pp. 16589–16613, Jul. 2015.
   PubMed Web of Science ®Google Scholar
• H. Liu, et al., “Lightweight conductive graphene/thermo-plastic polyurethane foams with ultrahigh compressibility for piezoresistive sensing,” J. Mater. Chem. C, Vol. 5, no. 1, pp. 73–83, Oct. 2016.
   Web of Science ®Google Scholar
• H. Zhang, et al., “Piezoresistive sensor with high elasticity based on 3D hybrid network of sponge@ CNTs@ Ag NPs,” ACS Appl. Mater. Interfaces, Vol. 8, no. 34, pp. 22374–22381, Aug. 2016.
   PubMed Web of Science ®Google Scholar
• R. Rizvi, and H. Naguib, “Development and characterization of piezoresistive porous TPU-MWNT nanocomposites,” AIP Conf. Proc., Vol. 1593, no. 1, pp. 383–387, 2014.
   Google Scholar
• Z.-M. Dang, M.-J. Jiang, D. Xie, S.-H. Yao, L.-Q. Zhang, and J. Bai, “Supersensitive linear piezoresistive property in carbon nanotubes/silicone rubber nanocomposites,” J. Appl. Phys., Vol. 104, no. 2, p. 024114, Jul. 2008.
   Web of Science ®Google Scholar
• X. Zhang, Z. Yao, S. Zhang, K. Yao, and T. Yu, “Tensile piezoresistive behavior of polyethylene terephthalate/carbon black composite,” J. Mater. Civ. Eng., Vol. 30, no. 6, p. 04018107, Jun. 2018.
   Web of Science ®Google Scholar
• C. Zhao, W. Yuan, H. Liu, B. Gu, N. Hu, Y. Ning, and F. Jia, “Equivalent circuit model for the strain sensing characteristics of multi-walled carbon nanotube/polyvinylidene fluoride films in alternating current circuit,” Carbon, Vol. 129, pp. 585–591, Apr. 2018.
   Web of Science ®Google Scholar
• Y. Hou, D. Wang, X.-M. Zhang, H. Zhao, J.-W. Zha, and Z.-M. Dang, “Positive piezoresistive behavior of electrically conductive alkyl-functionalized graphene / polydimethyl silicone nanocomposites,” J. Mater. Chem. C, Vol. 1, no. 3, pp. 515–521, Jan. 2013.
   Web of Science ®Google Scholar
• H. Liu, et al., “Lightweight conductive graphene/thermo-plastic polyurethane foams with ultrahigh compressibility for piezoresistive sensing,” J. Mater. Chem. C, Vol. 5, no. 1, pp. 73–83, Jan. 2017.
   Web of Science ®Google Scholar
• H. Liu, et al., “Electrically conductive strain sensing polyurethane nanocomposites with synergistic carbon nanotubes and graphene bifillers,” Nanoscale., Vol. 8, no. 26, pp. 12977–12989, May. 2016.
   PubMed Web of Science ®Google Scholar
• J. Cai, S. Chawla, and M. Naraghi, “Piezoresistive effect of individual electrospun carbon nanofibers for strain sensing,” Carbon. N. Y., Vol. 77, pp. 738–746, Oct. 2014.
   Web of Science ®Google Scholar
• G. G. Tibbetts, M. L. Lake, K. L. Strong, and B. P. Rice, “A review of the fabrication and properties of vapor-grown carbon nanofiber/polymer composites,” Compos. Sci. Technol., Vol. 67, no. 7, pp. 1709–1718, Jun. 2007.
   Web of Science ®Google Scholar
• J. Gopinathan, M. M. Pillai, V. Elakkiya, R. Selvakumar, and A. Bhattacharyya, “Carbon nanofillers incorporated electrically conducting poly ϵ-caprolactone nanocomposite films and their biocompatibility studies using MG-63 cell line,” Polym. Bull., Vol. 73, no. 4, pp. 1037–1053, Apr. 2016.
   Web of Science ®Google Scholar
• S. C. Byun, Y. J. Jeong, J. W. Park, S. D. Kim, H. Y. Ha, and W. J. Kim, “Effect of solvent and crystal size on the selectivity of ZSM-5/Nafion composite membranes fabricated by solution-casting method,” Solid State Ionics, Vol. 177, no. 37-38, pp. 3233–3243, Dec. 2006.
   Web of Science ®Google Scholar
• J. Gopinathan, et al., “Preparation, characterisation, and in vitro evaluation of electrically conducting poly (ε-caprolactone)-based nanocomposite scaffolds using PC 12 cells,” J. Biomed. Mater. Res. Part A, Vol. 104, no. 4, pp. 853–865, Apr. 2016.
   PubMed Web of Science ®Google Scholar
• R. Senthilkumar, T. Sarathi, K. K. Venkataraman, and A. Bhattacharyya, “Piezoresistive nanocomposite films for foot strike data monitoring,” Sens. Actuators, A., Vol. 284, pp. 76–84, Aug. 2018.
   Google Scholar
• M. M. Pillai, et al., “Tissue engineering of human knee meniscus using functionalized and reinforced silk-pva composite 3d scaffolds: understanding the in vitro and in vivo behaviour,” J. Biomed. Mater. Res. Part A, Vol. 106, no. 6, pp. 1722–1731, Jun. 2018.
   PubMed Web of Science ®Google Scholar
• R. Rizvi, and H. Naguib, “Porosity and composition dependence on electrical and piezoresistive properties of thermoplastic polyurethane nanocomposites,” J. Mater. Res., Vol. 28, no. 17, pp. 2415–2425, Sep. 2013.
   Web of Science ®Google Scholar
• L. Feng, N. Xie, and J. Zhong, “Carbon nanofibers and their composites: a review of synthesizing, properties and applications,” Materials, Vol. 7, no. 5, pp. 3919–3945, May. 2014.
   PubMed Web of Science ®Google Scholar
• T. Zhen, L. Yan, and P. Yuan, “Walking gait phase detection based on acceleration signals using LSTM-DNN algorithm,” Algorithms, Vol. 12, no. 12, pp. 253–270, Nov 2019.
   Web of Science ®Google Scholar
• P. J. Brigandi, J. M. Cogen, and R. A. Pearson, “Electrically conductive multiphase polymer blend carbon-based composites,” Polym. Eng. Sci., Vol. 54, no. 1, pp. 1–16, March 2013.
   Web of Science ®Google Scholar
• M. Saito, et al., “An in-shoe device to measure plantar pressure during daily human activity,” Med Eng Phys., Vol. 33, no. 5, pp. 638–645, June 2011.
   PubMed Web of Science ®Google Scholar