Wearable and Highly Sensitive Graphene Strain Sensors for Human Motion Monitoring
Abstract
Sensing strain of soft materials in small scale has attracted increasing attention. In this work, graphene woven fabrics (GWFs) are explored for highly sensitive sensing. A flexible and wearable strain sensor is assembled by adhering the GWFs on polymer and medical tape composite film. The sensor exhibits the following features: ultra‐light, relatively good sensitivity, high reversibility, superior physical robustness, easy fabrication, ease to follow human skin deformation, and so on. Some weak human motions are chosen to test the notable resistance change, including hand clenching, phonation, expression change, blink, breath, and pulse. Because of the distinctive features of high sensitivity and reversible extensibility, the GWFs based piezoresistive sensors have wide potential applications in fields of the displays, robotics, fatigue detection, body monitoring, and so forth.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Monitoring of human body would require sensors with a large strain range (e.g., up to 100% for joint motions) and/or high sensitivity (e.g., down to 0.1% for subtle deformations).
“Monitoring of human body would require sensors with a large strain range (e.g., to monitor large deformations associated with human joint motions, where the strain can be as large as 100%) and/or high sensitivity (e.g., to monitor subtle deformations induced by blood pulse, breathing, facial expression, and so on, where the strain can be as small as 0.1%).[6,103]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [103]
Respiration rate can be accessed by measuring the deformation associated with respiration using wearable strain or pressure sensors placed on the chest, or by measuring the pressure caused by the air flow using a pressure sensor placed under the nose.
“It can be accessed by measuring the deformation associated with respiration using wearable strain [103,120,121] or pressure sensors [57] placed on the chest, or by measuring the pressure caused by the air flow using a pressure sensor placed under the nose.[141]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [103]
Phonation vibrations and voice patterns can be monitored using a strain sensor or a pressure sensor attached to the neck.
“The phonation vibrations and voice patterns can be monitored using a strain sensor [44,52,103,120,121,123,126] or a pressure sensor [57,141] attached to the neck.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [103]
Wearable strain sensors with a large strain detection range are widely used to monitor body motions, including finger bending, forearm muscle movements, and knee motions.
“Wearable strain sensors with a large strain detection range are widely used to monitor body motions, including finger bending, [41,52,120,123,126] forearm muscle movements, [21,44,52,103,120,123,153] and knee motions.[41,121,153]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [103]
Recognizing emotional expressions such as laughing, crying, blinking eyes, and others has been realized by using strain sensors to monitor the associated skin movements.
“Recognizing emotional expressions such as laughing, [46] crying, [46] blinking eyes, [46,103] and others [44,46,103,123] has been realized by using strain sensors to monitor the associated skin movements.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [103]
Cites
Highly sensitive flexible pressure sensors with microstructured rubber dielectric layers
Mannsfeld, S. C. B., Tee, B. C.-K., Stoltenberg, R. M., Chen, C. V. H.-H., Barman, S., Muir, B. V. O., Sokolov, A. N., Reese, C., & Bao, Z. (2010) · Nature Materials · doi:10.1038/nmat2834 · Cited by 3,291 · see citing works
A stretchable carbon nanotube strain sensor for human-motion detection
Yamada, T., Hayamizu, Y., Yamamoto, Y., Yomogida, Y., Izadi-Najafabadi, A., Futaba, D. N., & Hata, K. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.36 · Cited by 3,247 · see citing works
Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes
Lipomi, D. J., Vosgueritchian, M., Tee, B. C.-K., Hellstrom, S. L., Lee, J. A., Fox, C. H., & Bao, Z. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.184 · Cited by 3,188 · see citing works
Hammock, M. L., Chortos, A., Tee, B. C. ‐., Tok, J. B. ‐., & Bao, Z. (2013) · Advanced Materials · doi:10.1002/adma.201302240 · Cited by 2,396 · see citing works
Schwartz, G., Tee, B. C.-K., Mei, J., Appleton, A. L., Kim, D. H., Wang, H., & Bao, Z. (2013) · Nature Communications · doi:10.1038/ncomms2832 · Cited by 2,042 · see citing works
Fan, F. R., Lin, L., Zhu, G., Wu, W., Zhang, R., & Wang, Z. L. (2012) · Nano Letters · doi:10.1021/nl300988z · Cited by 1,990 · see citing works
A flexible and highly sensitive strain-gauge sensor using reversible interlocking of nanofibres
Pang, C., Lee, G.-Y., Kim, T.-I., Kim, S. M., Kim, H. N., Ahn, S.-H., & Suh, K.-Y. (2012) · Nature Materials · doi:10.1038/nmat3380 · Cited by 1,695 · see citing works
Tee, B. C. K., Wang, C., Allen, R., & Bao, Z. (2012) · Nature Nanotechnology · doi:10.1038/nnano.2012.192 · Cited by 1,427 · see citing works
Wang, X., Gu, Y., Xiong, Z., Cui, Z., & Zhang, T. (2013) · Advanced Materials · doi:10.1002/adma.201304248 · Cited by 1,403 · see citing works
Three-dimensional micro-channel fabrication in polydimethylsiloxane (PDMS) elastomer
Jo, B.-H., Lerberghe, L. M. V., Motsegood, K. M., & Beebe, D. J. (2000) · Journal of Microelectromechanical Systems · doi:10.1109/84.825780 · Cited by 1,098 · see citing works
Strain Engineering of Graphene’s Electronic Structure
Pereira, V. M., & Neto, A. H. C. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.046801 · Cited by 1,077 · see citing works
Multifunctionality and control of the crumpling and unfolding of large-area graphene
Zang, J., Ryu, S., Pugno, N. M., Wang, Q., Tu, Q., Buehler, M. J., & Zhao, X. (2013) · Nature Materials · doi:10.1038/nmat3542 · Cited by 834 · see citing works
Cai, L., Song, L., Luan, P., Zhang, Q., Zhang, N., Gao, Q., Zhao, D., Zhang, X., Tu, M., Yang, F., et al. (2013) · Scientific Reports · doi:10.1038/srep03048 · Cited by 681 · see citing works
A Hybrid Piezoelectric Structure for Wearable Nanogenerators
Lee, M. K., Chen, C., Wang, S., Cha, S. N., Park, Y. J., Kim, J. M., Chou, L., & Wang, Z. L. (2012) · Advanced Materials · doi:10.1002/adma.201200150 · Cited by 619 · see citing works
Stretchable and highly sensitive graphene-on-polymer strain sensors
Li, X., Zhang, R., Yu, W., Wang, K., Wei, J., Wu, D., Cao, A., Li, Z., Cheng, Y., Zheng, Q., et al. (2012) · Scientific Reports · doi:10.1038/srep00870 · Cited by 611 · see citing works
Self-citationHighly Stretchable Piezoelectric‐Pyroelectric Hybrid Nanogenerator
Lee, J., Lee, K. Y., Gupta, M. K., Kim, T. Y., Lee, D., Oh, J., Ryu, C., Yoo, W. J., Kang, C., Yoon, S., et al. (2014) · Advanced Materials · doi:10.1002/adma.201303570 · Cited by 550 · see citing works
High‐Strain Sensors Based on ZnO Nanowire/Polystyrene Hybridized Flexible Films
Xiao, X. R., Yuan, L., Zhong, J., Ding, T., Liu, Y., Cai, Z., Rong, Y., Han, H., Zhou, J., & Wang, Z. L. (2011) · Advanced Materials · doi:10.1002/adma.201103406 · Cited by 550 · see citing works
A transparent single-friction-surface triboelectric generator and self-powered touch sensor
Meng, B., Tang, W., Too, Z.-H., Zhang, X., Han, M., Liu, W., & Zhang, H. (2013) · Energy & Environmental Science · doi:10.1039/c3ee42311e · Cited by 419 · see citing works
Huang, M., Pascal, T. A., Kim, H., Goddard, W. A., & Greer, J. R. (2011) · Nano Letters · doi:10.1021/nl104227t · Cited by 302 · see citing works
Strain dependent resistance in chemical vapor deposition grown graphene
Fu, X., Liao, Z., Zhou, J., Zhou, Y., Wu, H., Zhang, R., Jing, G., Xu, J., Wu, X., Guo, W., et al. (2011) · Applied Physics Letters · doi:10.1063/1.3663969 · Cited by 242 · see citing works
Luo, S., & Liu, T. (2013) · Advanced Materials · doi:10.1002/adma.201301796 · Cited by 198 · see citing works
Strain effects in graphene and graphene nanoribbons: The underlying mechanism
Li, Y., Jiang, X., Liu, Z., et al. (2010) · Nano Research · doi:10.1007/s12274-010-0015-7 · Cited by 195 · see citing works
Multifunctional graphene woven fabrics
Li, X., Sun, P., Fan, L., et al. (2012) · Scientific Reports · doi:10.1038/srep00395 · Cited by 184 · see citing works
Self-citationEnhanced Skin Adhesive Patch with Modulus‐Tunable Composite Micropillars
Bae, W. G., Kim, D., Kwak, M. K., Ha, L., Kang, S. M., & Suh, K. Y. (2012) · Advanced Healthcare Materials · doi:10.1002/adhm.201200098 · Cited by 177 · see citing works
Potential application of single-layered graphene sheet as strain sensor
Sakhaee-Pour, A., Ahmadian, M. T., & Vafai, A. (2008) · Solid State Communications · doi:10.1016/j.ssc.2008.04.016 · Cited by 168 · see citing works
One-pot synthesis of conducting graphene–polymer composites and their strain sensing application
Varrla, E., Balasubramaniam, K., & Ramaprabhu, S. (2012) · Nanoscale · doi:10.1039/c2nr11555g · Cited by 135 · see citing works
Strain-Induced Conductance Modulation in Graphene Grain Boundary
Kumar, S. B., & Guo, J. H. (2012) · Nano Letters · doi:10.1021/nl203968j · Cited by 60 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Stretchable, Skin-Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review
Amjadi, M., Kyung, K., Park, I., & Sitti, M. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201504755 · Cited by 3,202 · see citing works
Trung, T. Q., & Lee, N. (2016) · Advanced Materials · doi:10.1002/adma.201504244 · Cited by 2,160 · see citing works
Wearable sensors: modalities, challenges, and prospects
Heikenfeld, J., Jajack, A., Rogers, J., Gutruf, P., Tian, L., Pan, T., Li, R., Khine, M., Kim, J., Wang, J., et al. (2018) · Lab on a Chip · doi:10.1039/c7lc00914c · Cited by 1,434 · see citing works
Monitoring of Vital Signs with Flexible and Wearable Medical Devices
Khan, Y., Ostfeld, A. E., Lochner, C. M., Pierre, A., & Arias, A. C. (2016) · Advanced Materials · doi:10.1002/adma.201504366 · Cited by 1,408 · see citing works
Bio-Integrated Wearable Systems: A Comprehensive Review
Ray, T. R., Choi, J., Bandodkar, A. J., Krishnan, S., Gutruf, P., Tian, L., Ghaffari, R., & Rogers, J. A. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00573 · Cited by 1,350 · see citing works
Recent Progress in Electronic Skin
Wang, X., Dong, L., Zhang, H., Yu, R., Pan, C., & Wang, Z. L. (2015) · Advanced Science · doi:10.1002/advs.201500169 · Cited by 976 · see citing works
Roh, E., Hwang, B.-U., Kim, D., Kim, B.-Y., & Lee, N.-E. (2015) · ACS Nano · doi:10.1021/acsnano.5b01613 · Cited by 927 · see citing works
Trung, T. Q., Ramasundaram, S., Hwang, B., & Lee, N. (2016) · Advanced Materials · doi:10.1002/adma.201504441 · Cited by 870 · see citing works
Ultra-stretchable and skin-mountable strain sensors using carbon nanotubes–Ecoflex nanocomposites
Amjadi, M., Yoon, Y. J., & Park, I. (2015) · Nanotechnology · doi:10.1088/0957-4484/26/37/375501 · Cited by 817 · see citing works
Significance of Nanomaterials in Wearables: A Review on Wearable Actuators and Sensors
Jayathilaka, W. A. D. M., Qi, K., Qin, Y., Chinnappan, A., Serrano‐García, W., Baskar, C., Wang, H., He, J., Cui, S., Thomas, S. W., et al. (2019) · Advanced Materials · doi:10.1002/adma.201805921 · Cited by 627 · see citing works
Liu, Q., Chen, J., Li, Y., & Shi, G. (2016) · ACS Nano · doi:10.1021/acsnano.6b03813 · Cited by 609 · see citing works
Park, J. J., Hyun, W. J., Mun, S. C., Park, Y. T., & Park, O. O. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b00695 · Cited by 598 · see citing works
Tissue–electronics interfaces: from implantable devices to engineered tissues
Feiner, R., & Dvir, T. (2017) · Nature Reviews Materials · doi:10.1038/natrevmats.2017.76 · Cited by 595 · see citing works
Nanomaterial-Enabled Wearable Sensors for Healthcare
Yao, S., Swetha, P., & Zhu, Y. (2018) · Advanced Healthcare Materials · doi:10.1002/adhm.201700889 · Cited by 576 · see citing works
Graphene Textile Strain Sensor with Negative Resistance Variation for Human Motion Detection
Yang, Z., Pang, Y., Han, X.-L., Yang, Y., Ling, J., Jian, M., Zhang, Y., Yang, Y., & Ren, T.-L. (2018) · ACS Nano · doi:10.1021/acsnano.8b03391 · Cited by 563 · see citing works
Hwang, B.-U., Lee, J.-H., Trung, T. Q., Roh, E., Kim, D.-I., Kim, S.-W., & Lee, N.-E. (2015) · ACS Nano · doi:10.1021/acsnano.5b01835 · Cited by 502 · see citing works
Highly Stretchy Black Gold E‐Skin Nanopatches as Highly Sensitive Wearable Biomedical Sensors
Gong, S., Lai, D. T. H., Su, B., Si, K. J., Ma, Z., Yap, L. W., Guo, P., & Cheng, W. (2015) · Advanced Electronic Materials · doi:10.1002/aelm.201400063 · Cited by 461 · see citing works
Flexible Wearable Sensors for Cardiovascular Health Monitoring
Chen, S., Qi, J., Fan, S., Qiao, Z., Yeo, J. C., & Lim, C. T. (2021) · Advanced Healthcare Materials · doi:10.1002/adhm.202100116 · Cited by 453 · see citing works
Shi, G., Zhao, Z., Pai, J., Lee, I., Zhang, L., Stevenson, C., Ishara, K., Zhang, R., Zhu, H., & Ma, J. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201602619 · Cited by 399 · see citing works
Self-citationHa, M., Lim, S., Park, J., Um, D., Lee, Y., & Ko, H. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201500453 · Cited by 395 · see citing works
Advances in graphene-based flexible and wearable strain sensors
Chen, H., Zhuo, F., Zhou, J., Liu, Y., Zhang, J., Dong, S., Liu, X., Elmarakbi, A., Duan, H., & Fu, Y. (2023) · Chemical Engineering Journal · doi:10.1016/j.cej.2023.142576 · Cited by 386 · see citing works
Advanced Materials for Health Monitoring with Skin‐Based Wearable Devices
Jin, H., Abu‐Raya, Y. S., & Haick, H. (2017) · Advanced Healthcare Materials · doi:10.1002/adhm.201700024 · Cited by 317 · see citing works
A Path Beyond Metal and Silicon:Polymer/Nanomaterial Composites for Stretchable Strain Sensors
Qiu, A., Li, P., Yang, Z., Yao, Y., Lee, I., & Ma, J. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201806306 · Cited by 237 · see citing works
Material approaches to stretchable strain sensors
Park, J., You, I., Shin, S., & Jeong, U. (2015) · ChemPhysChem · doi:10.1002/cphc.201402810 · Cited by 216 · see citing works
Li, Y.-Q., Zhu, W.-B., Yu, X.-G., Huang, P., Fu, S.-Y., Hu, N., & Liao, K. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b11196 · Cited by 207 · see citing works
Choi, M. K., Park, I., Kim, D. C., Joh, E., Park, O. K., Kim, J., Kim, M., Choi, C., Yang, J., Cho, K. W., et al. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201502956 · Cited by 186 · see citing works
High-performance flexible strain sensor with bio-inspired crack arrays
Han, Z., Liu, L., Zhang, J., Han, Q., Wang, K., Song, H., Wang, Z., Jiao, Z., Niu, S., & Ren, L. (2018) · Nanoscale · doi:10.1039/c8nr02514b · Cited by 172 · see citing works
Self-citationGraphene-based wearable sensors
Qiao, Y., Li, X., Hirtz, T., Deng, G., Wei, Y., Li, M., Ji, S., Wu, Q., Jian, J., Wu, F., et al. (2019) · Nanoscale · doi:10.1039/c9nr05532k · Cited by 158 · see citing works
Self-citationLee, H., Kwon, D., Cho, H., Park, I., & Kim, J. (2017) · Scientific Reports · doi:10.1038/srep39837 · Cited by 130 · see citing works
Jason, N. N., Wang, S. J., Bhanushali, S., & Cheng, W. (2016) · Nanoscale · doi:10.1039/c6nr04056j · Cited by 64 · see citing works
- Authors
- Wang, Y., Wang, L., Yang, T., Li, X., Zang, X., Zhu, M., Wang, K., Wu, D., & Zhu, H.
- Affiliations
- Nanchang University (CN)
- State Key Laboratory of New Ceramics and Fine Processing (CN)
- Tsinghua University (CN)
- Corresponding author
- Zhu, Hongwei
- Venue
- Advanced Functional Materials
- Publisher
- Wiley
- Published
- 2014-04-14
- Volume
- 24
- Issue
- 29
- Pages
- 4666-4670
- ISSN
- 1616-301X (ISSN-L)
- 1616-3028
- OpenAlex
- W1999653735
- Cited by
- 1,085
- References
- 27
- Citations by year
- 2026: 31 · 2025: 51 · 2024: 63 · 2023: 73 · 2022: 101 · 2021: 106 · 2020: 129 · 2019: 166 · 2018: 147 · 2017: 113 · 2016: 56 · 2015: 44 · 2014: 3 · 2012: 1
- FWCI
- 37.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Advanced Functional Materials (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Materials Science › Materials Chemistry › Graphene research and applications
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Keywords
- wearable strain sensors, piezoresistive sensors, human motion monitoring, flexible electronics, body monitoring
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review