Transparent Stretchable Self-Powered Patchable Sensor Platform with Ultrasensitive Recognition of Human Activities
Abstract
Monitoring of human activities can provide clinically relevant information pertaining to disease diagnostics, preventive medicine, care for patients with chronic diseases, rehabilitation, and prosthetics. The recognition of strains on human skin, induced by subtle movements of muscles in the internal organs, such as the esophagus and trachea, and the motion of joints, was demonstrated using a self-powered patchable strain sensor platform, composed on multifunctional nanocomposites of low-density silver nanowires with a conductive elastomer of poly(3,4-ethylenedioxythiophene):polystyrenesulfonate/polyurethane, with high sensitivity, stretchability, and optical transparency. The ultra-low-power consumption of the sensor, integrated with both a supercapacitor and a triboelectric nanogenerator into a single transparent stretchable platform based on the same nanocomposites, results in a self-powered monitoring system for skin strain. The capability of the sensor to recognize a wide range of strain on skin has the potential for use in new areas of invisible stretchable electronics for human monitoring. A new type of transparent, stretchable, and ultrasensitive strain sensor based on a AgNW/PEDOT:PSS/PU nanocomposite was developed. The concept of a self-powered patchable sensor system integrated with a supercapacitor and a triboelectric nanogenerator that can be used universally as an autonomous invisible sensor system was used to detect the wide range of strain on human skin.
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?
Transmittance of 75.3%, strain sensing range up to 60% and ultralow power consumption of 5 μW cm-2 were realized.
“Transmittance of 75.3%, strain sensing range up to 60% and ultralow power consumption of 5 µW cm -2 were realized.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [201]
Power can be harvested from various sources including temperature difference and mechanical sources such as body movements and vibrations.
“The power can be harvested from various sources including temperature difference and mechanical sources such as body movements and vibrations.[66,67,75,131,133,162,200,201]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [201]
Cites
Kim, D.-H., Lu, N., Ma, R., Kim, Y.-S., Kim, R.-H., Wang, S., Wu, J., Won, S. M., Tao, H., Islam, A., et al. (2011) · Science · doi:10.1126/science.1206157 · Cited by 4,836 · see citing works
Self-citationA 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
Self-citationHighly Stretchable and Sensitive Strain Sensor Based on Silver Nanowire–Elastomer Nanocomposite
Amjadi, M., Pichitpajongkit, A., Lee, S., Ryu, S., & Park, I. (2014) · ACS Nano · doi:10.1021/nn501204t · Cited by 2,350 · see citing works
A wearable and highly sensitive pressure sensor with ultrathin gold nanowires
Gong, S., Schwalb, W., Wang, Y., Chen, Y., Tang, Y., Si, J., Shirinzadeh, B., & Cheng, W. (2014) · Nature Communications · doi:10.1038/ncomms4132 · Cited by 2,064 · 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
Self-citationA 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
Self-citationUltrasensitive mechanical crack-based sensor inspired by the spider sensory system
Kang, D., Pikhitsa, P. V., Choi, Y. W., Lee, C., Shin, S. S., Piao, L., Park, B., Suh, K.-Y., Kim, T.-I., & Choi, M. (2014) · Nature · doi:10.1038/nature14002 · Cited by 1,626 · see citing works
Embedded 3D Printing of Strain Sensors within Highly Stretchable Elastomers
Muth, J. T., Vogt, D. M., Truby, R. L., Mengüç, Y., Kolesky, D. B., Wood, R. J., & Lewis, J. A. (2014) · Advanced Materials · doi:10.1002/adma.201400334 · Cited by 1,613 · see citing works
Stretchable silicon nanoribbon electronics for skin prosthesis
Kim, J., Lee, M., Shim, H. J., Ghaffari, R., Cho, H. R., Son, D., Jung, Y. H., Soh, M., Choi, C., Jung, S., et al. (2014) · Nature Communications · doi:10.1038/ncomms6747 · Cited by 1,435 · see citing works
Self-citationWang, X., Gu, Y., Xiong, Z., Cui, Z., & Zhang, T. (2013) · Advanced Materials · doi:10.1002/adma.201304248 · Cited by 1,401 · see citing works
Choong, C., Shim, M., Lee, B., Jeon, S., Ko, D., Kang, T., Bae, J., Lee, S. H., Byun, K., Im, J., et al. (2014) · Advanced Materials · doi:10.1002/adma.201305182 · Cited by 1,249 · see citing works
Highly Stretchable Piezoresistive Graphene–Nanocellulose Nanopaper for Strain Sensors
Yan, C., Wang, J., Kang, W., Cui, M., Wang, X., Foo, C. Y., Chee, K. J., & Lee, P. S. (2014) · Advanced Materials · doi:10.1002/adma.201304742 · Cited by 1,179 · see citing works
Wearable and Highly Sensitive Graphene Strain Sensors for Human Motion Monitoring
Wang, Y., Wang, L., Yang, T., Li, X., Zang, X., Zhu, M., Wang, K., Wu, D., & Zhu, H. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201400379 · Cited by 1,085 · see citing works
Wearable multifunctional sensors using printed stretchable conductors made of silver nanowires
Yao, S., & Zhu, Y. (2014) · Nanoscale · doi:10.1039/c3nr05496a · Cited by 1,028 · see citing works
Park, J., Lee, Y., Hong, J., Ha, M., Jung, Y.-D., Lim, H., Kim, S. Y., & Ko, H. (2014) · ACS Nano · doi:10.1021/nn500441k · Cited by 915 · see citing works
Self-citationSensitive, High-Strain, High-Rate Bodily Motion Sensors Based on Graphene–Rubber Composites
Boland, C. S., Khan, U., Backes, C., O’Neill, A., McCauley, J., Duane, S., Shanker, R., Liu, Y., Jurewicz, I., Dalton, A. B., et al. (2014) · ACS Nano · doi:10.1021/nn503454h · Cited by 793 · see citing works
Highly Skin‐Conformal Microhairy Sensor for Pulse Signal Amplification
Pang, C., Koo, J. H., Nguyen, A., Caves, J. M., Kim, M., Chortos, A., Kim, K., Wang, P. J., Tok, J. B. ‐., & Bao, Z. (2014) · Advanced Materials · doi:10.1002/adma.201403807 · Cited by 732 · see citing works
Self‐Powered Nanosensors and Nanosystems
Wang, Z. L. (2011) · Advanced Materials · doi:10.1002/adma.201102958 · Cited by 710 · 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 686 · see citing works
Park, J., Lee, Y., Hong, J., Lee, Y., Ha, M., Jung, Y., Lim, H., Kim, S. Y., & Ko, H. (2014) · ACS Nano · doi:10.1021/nn505953t · Cited by 649 · see citing works
Self-citationReverse‐Micelle‐Induced Porous Pressure‐Sensitive Rubber for Wearable Human–Machine Interfaces
Jung, S., Kim, J. H., Kim, J., Choi, S., Lee, J., Park, I., Hyeon, T., & Kim, D. (2014) · Advanced Materials · doi:10.1002/adma.201401364 · Cited by 623 · see citing works
Self-citationA stretchable strain sensor based on a metal nanoparticle thin film for human motion detection
Lee, J., Kim, S., Lee, J.-J., Yang, D., Park, B. C., Ryu, S., & Park, I. (2014) · Nanoscale · doi:10.1039/c4nr03295k · Cited by 621 · see citing works
Self-citationYang, J., Chen, J., Su, Y., Jing, Q., Li, Z., Fang, Y., Wen, X., Wang, Z., & Wang, Z. L. (2015) · Advanced Materials · doi:10.1002/adma.201404794 · Cited by 601 · see citing works
Paper‐Based Supercapacitors for Self‐Powered Nanosystems
Yuan, L., Xiao, X. R., Ding, T., Zhong, J., Zhang, X., Shen, Y., Hu, B., Huang, Y., Zhou, J., & Wang, Z. L. (2012) · Angewandte Chemie International Edition · doi:10.1002/anie.201109142 · Cited by 439 · see citing works
Fabric‐Based Integrated Energy Devices for Wearable Activity Monitors
Jung, S., Lee, J., Hyeon, T., Lee, M., & Kim, D. (2014) · Advanced Materials · doi:10.1002/adma.201402439 · Cited by 356 · see citing works
Self-citationSeyedin, M. Z., Razal, J. M., Innis, P. C., & Wallace, G. G. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201303905 · Cited by 307 · see citing works
Materials and Designs for Wireless Epidermal Sensors of Hydration and Strain
Huang, X., Liu, Y., Cheng, H., Shin, W., Fan, J. A., Liu, Z., Lu, C., Kong, G., Chen, K., Patnaik, D., et al. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201303886 · Cited by 302 · see citing works
Microstructure-Hardened Silver Nanowires
Wu, B., Heidelberg, A., Boland, J. J., Sader, J. E., Sun, & Li (2006) · Nano Letters · doi:10.1021/nl052427f · Cited by 290 · see citing works
Triboelectric nanogenerator built inside clothes for self-powered glucose biosensors
Zhang, H., Yang, Y. F., Hou, T., Su, Y., Hu, C., & Wang, Z. L. (2013) · Nano Energy · doi:10.1016/j.nanoen.2013.03.024 · Cited by 232 · see citing works
A Flexible Reduced Graphene Oxide Field‐Effect Transistor for Ultrasensitive Strain Sensing
Trung, T. Q., Tiên, N. T., Kim, D., Jang, M., Yoon, O. J., & Lee, N. (2013) · Advanced Functional Materials · doi:10.1002/adfm.201301845 · Cited by 157 · see citing works
Self-citationYang, Y. F., Zhang, H., Chen, J., Lee, S., Hou, T., & Wang, Z. L. (2013) · Energy & Environmental Science · doi:10.1039/c3ee40764k · Cited by 141 · see citing works
Wang, X., Li, T., Adams, J., & Yang, J. (2013) · Journal of Materials Chemistry A · doi:10.1039/c3ta00079f · Cited by 135 · see citing works
Fatigue and fracture toughness of epoxy nanocomposites
Srivastava, I., & Koratkar, N. A. (2010) · JOM · doi:10.1007/s11837-010-0032-8 · Cited by 65 · see citing works
Mechanical characterization of magnetic nanowire–polydimethylsiloxane composites
Keshoju, K., & Sun, L. (2009) · Journal of Applied Physics · doi:10.1063/1.3068173 · Cited by 59 · 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
Skin electronics from scalable fabrication of an intrinsically stretchable transistor array
Wang, S., Xu, J., Wang, W., Wang, G. N., Rastak, R., Molina‐Lopez, F., Chung, J. W., Niu, S., Feig, V. R., Lopez, J., et al. (2018) · Nature · doi:10.1038/nature25494 · Cited by 2,202 · see citing works
Trung, T. Q., & Lee, N. (2016) · Advanced Materials · doi:10.1002/adma.201504244 · Cited by 2,160 · see citing works
Self-citationBio-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
Advanced Carbon for Flexible and Wearable Electronics
Wang, C., Xia, K., Wang, H., Liang, X., Yin, Z., & Zhang, Y. (2018) · Advanced Materials · doi:10.1002/adma.201801072 · Cited by 1,304 · see citing works
Pu, X., Liu, M., Chen, X., Sun, J., Du, C., Zhang, Y., Zhai, J., Hu, W., & Wang, Z. L. (2017) · Science Advances · doi:10.1126/sciadv.1700015 · Cited by 1,229 · see citing works
PEDOT:PSS for Flexible and Stretchable Electronics: Modifications, Strategies, and Applications
Fan, X., Nie, W., Tsai, H., Wang, N., Huang, H., Cheng, Y., Wen, R., Ma, L., Yan, F., & Xia, Y. (2019) · Advanced Science · doi:10.1002/advs.201900813 · Cited by 1,033 · see citing works
Carbonized Silk Fabric for Ultrastretchable, Highly Sensitive, and Wearable Strain Sensors
Wang, C., Li, X., Gao, E., Jian, M., Xia, K., Wang, Q., Xu, Z., Ren, T., & Zhang, Y. (2016) · Advanced Materials · doi:10.1002/adma.201601572 · Cited by 916 · see citing works
Nature-Inspired Structural Materials for Flexible Electronic Devices
Liu, Y., He, K., Chen, G., Leow, W. R., & Chen, X. (2017) · Chemical Reviews · doi:10.1021/acs.chemrev.7b00291 · Cited by 813 · see citing works
Wearable Sensors‐Enabled Human–Machine Interaction Systems: From Design to Application
Yin, R., Wang, D., Zhao, S., Lou, Z., & Shen, G. (2020) · Advanced Functional Materials · doi:10.1002/adfm.202008936 · Cited by 779 · see citing works
Recent advances in wearable tactile sensors: Materials, sensing mechanisms, and device performance
Yang, T., Xie, D., Li, Z., & Zhu, H. (2017) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2017.02.001 · Cited by 755 · see citing works
Hybrid 3D Printing of Soft Electronics
Valentine, A. D., Busbee, T. A., Boley, J. W., Raney, J. R., Chortos, A., Kotikian, A., Berrigan, J. D., Durstock, M. F., & Lewis, J. A. (2017) · Advanced Materials · doi:10.1002/adma.201703817 · Cited by 696 · see citing works
Graphene and its sensor-based applications: A review
Nag, A., Mitra, A., & Mukhopadhyay, S. C. (2017) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2017.12.028 · Cited by 668 · see citing works
Metallic Nanowire‐Based Transparent Electrodes for Next Generation Flexible Devices: a Review
Sannicolo, T., Lagrange, M., Cabos, A., Celle, C., Simonato, J., & Bellet, D. (2016) · Small · doi:10.1002/smll.201602581 · Cited by 619 · see citing works
Choi, S., Han, S. I., Kim, D., Hyeon, T., & Kim, D. (2018) · Chemical Society Reviews · doi:10.1039/c8cs00706c · Cited by 594 · see citing works
Self-citationNanomaterial-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
Duan, L., D’hooge, D., & Cardon, L. (2019) · Progress in Materials Science · doi:10.1016/j.pmatsci.2019.100617 · Cited by 558 · see citing works
Lou, Z., Chen, S., Wang, L., Jiang, K., & Shen, G. (2016) · Nano Energy · doi:10.1016/j.nanoen.2016.02.053 · Cited by 534 · see citing works
Energy Harvesters for Wearable and Stretchable Electronics: From Flexibility to Stretchability
Wu, H., Huang, Y., Xu, F., Duan, Y., & Yin, Z. (2016) · Advanced Materials · doi:10.1002/adma.201602251 · Cited by 519 · see citing works
Wang, Y., Hao, J., Huang, Z., Zheng, G., Dai, K., Liu, C., & Shen, C. (2017) · Carbon · doi:10.1016/j.carbon.2017.10.034 · Cited by 497 · see citing works
Recent Progress on Stretchable Electronic Devices with Intrinsically Stretchable Components
Trung, T. Q., & Lee, N. (2017) · Advanced Materials · doi:10.1002/adma.201603167 · Cited by 497 · see citing works
Self-citationShrivastava, S., Trung, T. Q., & Lee, N. (2020) · Chemical Society Reviews · doi:10.1039/c9cs00319c · Cited by 495 · see citing works
Self-citationGraphene-based wearable piezoresistive physical sensors
Zheng, Q., Lee, J., Shen, X., Chen, X., & Kim, J. (2020) · Materials Today · doi:10.1016/j.mattod.2019.12.004 · Cited by 485 · see citing works
Self-citationKim, T., Park, J., Sohn, J., Cho, D., & Jeon, S. (2016) · ACS Nano · doi:10.1021/acsnano.6b01355 · Cited by 474 · see citing works
A Superhydrophobic Smart Coating for Flexible and Wearable Sensing Electronics
Li, L., Bai, Y., Li, L., Wang, S., & Zhang, T. (2017) · Advanced Materials · doi:10.1002/adma.201702517 · Cited by 469 · see citing works
Zhao, S., Li, J., Cao, D., Zhang, G., Li, J., Li, K., Yang, Y., Wang, W., Jin, Y., Sun, R., et al. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b13800 · Cited by 441 · see citing works
Rational Design of Nanostructured Electrode Materials toward Multifunctional Supercapacitors
Yan, J. W., Li, S., Lan, B., Wu, Y., & Lee, P. S. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201902564 · Cited by 429 · see citing works
Parida, K., Thangavel, G., Cai, G., Zhou, X., Park, S., Xiong, J., & Lee, P. S. (2019) · Nature Communications · doi:10.1038/s41467-019-10061-y · Cited by 429 · see citing works
Meng, K., Chen, J., Li, X., Wu, Y., Fan, W., Zhou, Z., He, Q., Wang, X., Fan, X. H., Zhang, Y., et al. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201806388 · Cited by 412 · see citing works
Atalay, A. T., Sanchez, V., Atalay, Ö., Vogt, D. M., Haufe, F. L., Wood, R. J., & Walsh, C. J. (2017) · Advanced Materials Technologies · doi:10.1002/admt.201700136 · Cited by 404 · see citing works
The Evolution of Flexible Electronics: From Nature, Beyond Nature, and To Nature
Wang, P., Hu, M., Wang, H., Chen, Z., Feng, Y., Wang, J., Ling, W., & Huang, Y. (2020) · Advanced Science · doi:10.1002/advs.202001116 · Cited by 396 · see citing works
Sun, H., Zhao, Y., Wang, C., Zhou, K., Yan, C., Zheng, G., Huang, J., Dai, K., Liu, C., & Shen, C. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.105035 · Cited by 364 · see citing works
Transparent, flexible, and stretchable WS 2 based humidity sensors for electronic skin
Guo, H., Lan, C., Zhou, Z., Sun, P., Wei, D., & Li, C. (2017) · Nanoscale · doi:10.1039/c7nr01016h · Cited by 354 · see citing works
Stretchable electronics: functional materials, fabrication strategies and applications
Wu, W. H. (2019) · Science and Technology of Advanced Materials · doi:10.1080/14686996.2018.1549460 · Cited by 351 · see citing works
Power generation for wearable systems
Gao, M., Wang, P., Jiang, L., Wang, B., Yao, Y., Liu, S., Chu, D., Cheng, W., & Lu, Y. (2021) · Energy & Environmental Science · doi:10.1039/d0ee03911j · Cited by 359 · see citing works
Transparent Electronics for Wearable Electronics Application
Won, D., Bang, J., Choi, S. H., Pyun, K. R., Jeong, S., Lee, Y., & Ko, S. H. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00139 · Cited by 344 · see citing works
Zhou, Y., Zhan, P., Ren, M., Zheng, G., Dai, K., Mi, L., Liu, C., & Shen, C. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b20768 · Cited by 339 · see citing works
Liu, T., Liu, M., Dou, S., Sun, J., Cong, Z., Jiang, C., Du, C., Pu, X., Hu, W., & Wang, Z. L. (2018) · ACS Nano · doi:10.1021/acsnano.8b00108 · Cited by 339 · see citing works
Shintake, J., Piskarev, Y., Jeong, S. H., & Floreano, D. (2018) · Advanced Materials Technologies · doi:10.1002/admt.201700284 · Cited by 332 · see citing works
Parallel Microcracks-based Ultrasensitive and Highly Stretchable Strain Sensors
Amjadi, M., Turan, M., Clementson, C. P., & Sitti, M. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b12588 · Cited by 325 · see citing works
Yao, S., Ren, P., Song, R., Liu, Y., Huang, Q., Dong, J., O’Connor, B. T., & Zhu, Y. (2019) · Advanced Materials · doi:10.1002/adma.201902343 · Cited by 326 · see citing works
Ha, M., Lim, S., Cho, S., Lee, Y., Na, S., Baig, C., & Ko, H. (2018) · ACS Nano · doi:10.1021/acsnano.8b01557 · Cited by 316 · see citing works
Technology evolution from self-powered sensors to AIoT enabled smart homes
Dong, B., Shi, Q., Yang, Y., Wen, F., Zhang, Z., & Lee, C. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.105414 · Cited by 316 · see citing works
“On the other hand, the on-body wearable sensors can monitor the human daily activities and physiological status, bringing about a new form of off-hospital healthcare monitoring [18 – 21].”
BackgroundSong, Y., Chen, H., Su, Z., Chen, X., Miao, L., Zhang, J., Cheng, X., & Zhang, H. (2017) · Small · doi:10.1002/smll.201702091 · Cited by 309 · see citing works
Ho, M. D., Ling, Y., Yap, L. W., Wang, Y., Dong, D., Zhao, Y., & Cheng, W. (2017) · Advanced Functional Materials · doi:10.1002/adfm.201700845 · Cited by 296 · see citing works
All-in-one energy harvesting and storage devices
Lee, J., Kim, J., Kim, T. Y., Hossain, M. S. A., Kim, S., & Kim, J. H. (2016) · Journal of Materials Chemistry A · doi:10.1039/c6ta01229a · Cited by 294 · see citing works
Self-citationSmart Sensor Systems for Wearable Electronic Devices
An, B. W., Shin, J. H., Kim, S.-Y., Kim, J., Ji, S., Park, J., Lee, Y., Jang, J., Park, Y., Cho, E., et al. (2017) · Polymers · doi:10.3390/polym9080303 · Cited by 293 · see citing works
Self-citationSu, Y., Ma, C., Chen, J., Wu, H., Luo, W., Peng, Y., Luo, Z., Li, L., Tan, Y., Omisore, O. M., et al. (2020) · Nanoscale Research Letters · doi:10.1186/s11671-020-03428-4 · Cited by 287 · see citing works
“Its excellent temperature sensitivity is also required for flexible temperature sensors [54, 84, 85].”
BackgroundWu, X., Han, Y., Zhang, X., & Lu, C. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b01174 · Cited by 278 · see citing works
Sun, L., Chen, S., Guo, Y., Song, J., Zhang, L., Xiao, L., Guan, Q., & You, Z. (2019) · Nano Energy · doi:10.1016/j.nanoen.2019.06.043 · Cited by 273 · see citing works
Koo, J. H., Jeong, S., Shim, H. J., Son, D., Kim, J., Kim, D. C., Choi, S., Hong, J., & Kim, D. (2017) · ACS Nano · doi:10.1021/acsnano.7b04292 · Cited by 261 · see citing works
Self-citationAutonomous Flexible Sensors for Health Monitoring
Huynh, T., & Haick, H. (2018) · Advanced Materials · doi:10.1002/adma.201802337 · Cited by 260 · see citing works
Liu, Z., Qi, D., Hu, G., Wang, H., Jiang, Y., Chen, G., Luo, Y., Loh, X. J., Liedberg, B., & Chen, X. (2017) · Advanced Materials · doi:10.1002/adma.201704229 · Cited by 260 · see citing works
Ultrasensitive and stretchable resistive strain sensors designed for wearable electronics
Liao, X., Zhang, Z., Kang, Z., Gao, F., Liao, Q., & Zhang, Y. (2017) · Materials Horizons · doi:10.1039/c7mh00071e · Cited by 253 · see citing works
Highly Conformable, Transparent Electrodes for Epidermal Electronics
Kim, J., Kim, S., Kil, H.-J., Kim, Y.-C., & Park, J. (2018) · Nano Letters · doi:10.1021/acs.nanolett.8b01743 · Cited by 250 · see citing works
Self-citationTrung, T. Q., Duy, L. T., Ramasundaram, S., & Lee, N. (2017) · Nano Research · doi:10.1007/s12274-016-1389-y · Cited by 253 · see citing works
Self-citationA highly sensitive graphene woven fabric strain sensor for wearable wireless musical instruments
Liu, X., Tang, C. Y., Du, X., Xiong, S., Xi, S., Liu, Y., Shen, X., Zheng, Q., Wang, Z., Wu, Y., et al. (2017) · Materials Horizons · doi:10.1039/c7mh00104e · Cited by 245 · see citing works
Soft Bioelectronics Based on Nanomaterials
Cho, K. W., Sunwoo, S., Hong, Y. J., Koo, J. H., Kim, J. H., Baik, S., Hyeon, T., & Kim, D. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00531 · Cited by 247 · see citing works
Self-citationThree-dimensional ultraflexible triboelectric nanogenerator made by 3D printing
Chen, B., Tang, W., Jiang, T., Zhu, L., Chen, X., He, C., Xu, L., Guo, H., Lin, P., Ding, L., et al. (2017) · Nano Energy · doi:10.1016/j.nanoen.2017.12.049 · Cited by 244 · see citing works
Recent Advances in Triboelectric Nanogenerator‐Based Health Monitoring
Fang, Y., Zhang, Z., Kang, Z., Liao, Q., & Zhang, Y. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201808849 · Cited by 242 · see citing works
Advanced electronic skin devices for healthcare applications
Ma, Z., Li, S., Wang, H., Cheng, W. M., Li, Y., Pan, L., & Shi, Y. (2018) · Journal of Materials Chemistry B · doi:10.1039/c8tb02862a · Cited by 237 · 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
Paper-Based Triboelectric Nanogenerators Made of Stretchable Interlocking Kirigami Patterns
Wu, C., Wang, X., Lin, L., Guo, H., & Wang, Z. L. (2016) · ACS Nano · doi:10.1021/acsnano.6b00949 · Cited by 234 · see citing works
Skin-like hydrogel devices for wearable sensing, soft robotics and beyond
Ying, B.-B., & Liu, X.-Y. (2021) · iScience · doi:10.1016/j.isci.2021.103174 · Cited by 201 · see citing works
“…TENGs have been reported based on the conductive materials (Chen et al., 2017a; Lai et al., 2016; Yi et al., 2015, 2016) including carbon nanotubes (Wang et al., 2016), graphene (Kim et al., 2014), silver nanowires (Hwang et al., 2015) and, more recently, ionic hydrogels (Pu et al., 2017).”
BackgroundCheng, T., Zhang, Y., Zhang, J.-D., Lai, W., & Huang, W. (2016) · Journal of Materials Chemistry A · doi:10.1039/c6ta03537j · Cited by 226 · see citing works
Flexible Sensors—From Materials to Applications
Costa, J. C., Spina, F., Lugoda, P., Garcia‐Garcia, L. A., Roggen, D., & Munzenrieder, N. S. (2019) · Technologies · doi:10.3390/technologies7020035 · Cited by 226 · see citing works
“Bio-monitoring applications of flexible electronics enable precise detection of heartbeat and muscle movement and cartography [8,340], as well as more complex muscular human activities such as breathing, swallowing coughing and eating [588].”
BackgroundMethodOh, J., Yang, J. C., Kim, J., Park, H., Kwon, S. Y., Lee, S., Sim, J. Y., Oh, H. W., Kim, J., & Park, S. (2018) · ACS Nano · doi:10.1021/acsnano.8b03488 · Cited by 222 · see citing works
Nanogenerator-Based Self-Powered Sensors for Wearable and Implantable Electronics
Li, Z. Y., Zheng, Q., Wang, Z. L., & Li, Z. (2020) · Research · doi:10.34133/2020/8710686 · Cited by 224 · see citing works
“proposed a self-powered strain sensor using a conductive elastomer of poly(3,4-ethylenedioxythiophene):polystyrene sulfonate (PEDOT:PSS)/polyurethane (PU) with lowdensity AgNW multifunctional nanocomposite materials [95].”
BackgroundAdvanced carbon materials for flexible and wearable sensors
Jian, M., Wang, C., Wang, Q., Wang, H., Xia, K., Yin, Z., Zhang, M., Liang, X., & Zhang, Y. (2017) · Science China Materials · doi:10.1007/s40843-017-9077-x · Cited by 224 · see citing works
Sun, D., Feng, Y., Sun, S.-C., Yu, J., Jia, S., Dang, C., Hao, X., Yang, J. H., Ren, W., Sun, R., et al. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202201335 · Cited by 223 · see citing works
Recent Advances in Transparent Electronics with Stretchable Forms
Kim, K., Park, Y., Hyun, B. G., Choi, M., & Park, J. (2018) · Advanced Materials · doi:10.1002/adma.201804690 · Cited by 223 · see citing works
Liu, Q., Liu, Z., Li, C., Xie, K., Zhu, P., Shao, B., Zhang, J., Yang, J., Zhang, J., Wang, Q., et al. (2020) · Advanced Science · doi:10.1002/advs.202000348 · Cited by 222 · see citing works
Toward Soft Skin‐Like Wearable and Implantable Energy Devices
Gong, S. P., & Cheng, W. (2017) · Advanced Energy Materials · doi:10.1002/aenm.201700648 · Cited by 217 · see citing works
Kim, S., Kim, J., & Park, J. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b06474 · Cited by 218 · see citing works
Self-citationRecent Advancements in Development of Wearable Gas Sensors
Bag, A., & Lee, N. (2021) · Advanced Materials Technologies · doi:10.1002/admt.202000883 · Cited by 219 · see citing works
Self-citationMechanically Interlocked Hydrogel–Elastomer Hybrids for On‐Skin Electronics
Pan, S., Zhang, F., Cai, P., Wang, M., He, K., Luo, Y., Li, Z., Chen, G., Ji, S., Liu, Z., et al. (2020) · Advanced Functional Materials · doi:10.1002/adfm.201909540 · Cited by 213 · see citing works
Scalable manufacturing and applications of nanofibers
Huang, Y., Song, J., Yang, C., Long, Y., & Wu, H. (2019) · Materials Today · doi:10.1016/j.mattod.2019.04.018 · Cited by 217 · see citing works
Cui, Z., Poblete, F. R., & Zhu, Y. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b04045 · Cited by 211 · see citing works
He, J., Zhang, Y., Zhou, R., Meng, L., Chen, T., Mai, W., & Pan, C. (2020) · Journal of Materiomics · doi:10.1016/j.jmat.2020.01.009 · Cited by 210 · see citing works
Advances in Flexible Metallic Transparent Electrodes
Nguyễn, V. H., Papanastasiou, D. T., Resende, J., Bardet, L., Sannicolo, T., Jiménez, C., Muñoz‐Rojas, D., Nguyen, N. D., & Bellet, D. (2022) · Small · doi:10.1002/smll.202106006 · Cited by 208 · see citing works
Dinh, T., Nguyen, T., Phan, H., Nguyen, N., Dao, D. V., & Bell, J. M. (2020) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2020.112460 · Cited by 205 · see citing works
A compliant, self-adhesive and self-healing wearable hydrogel as epidermal strain sensor
Liu, S., Zheng, R., Chen, S., Wu, Y., Liu, H., Wang, P., Deng, Z., & Liu, L. (2018) · Journal of Materials Chemistry C · doi:10.1039/c8tc00157j · Cited by 202 · see citing works
Hou, C., Xu, Z., Qiu, W., Wu, R., Wang, Y., Xu, Q., Liu, X., & Guo, W. (2019) · Small · doi:10.1002/smll.201805084 · Cited by 199 · see citing works
Park, H., Kim, D., Hong, S. Y., Kim, C., Yun, J. Y., Oh, S. Y., Jin, S. W., Jeong, Y. R., Kim, G., & Ha, J. S. (2017) · Nanoscale · doi:10.1039/c7nr02147j · Cited by 197 · see citing works
Self-citationSkin Electronics: Next‐Generation Device Platform for Virtual and Augmented Reality
Kim, J. J., Wang, Y., Wang, H., Lee, S., Yokota, T., & Someya, T. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202009602 · Cited by 196 · see citing works
Nanogenerators for Human Body Energy Harvesting
Proto, A., Penhaker, M., Conforto, S., & Schmid, M. (2017) · Trends in biotechnology · doi:10.1016/j.tibtech.2017.04.005 · Cited by 191 · see citing works
High-performance, flexible electronic skin sensor incorporating natural microcapsule actuators
Wang, L., Jackman, J. A., Tan, E., Park, J. H., Potroz, M. G., Hwang, E. T., & Cho, N. (2017) · Nano Energy · doi:10.1016/j.nanoen.2017.04.015 · Cited by 187 · see citing works
Cheng, T., Zhang, Y., Yi, J., Yang, L., Zhang, J., Lai, W., & Huang, W. (2016) · Journal of Materials Chemistry A · doi:10.1039/c6ta05319j · Cited by 187 · see citing works
Zhang, P., Chen, Y., Guo, Z. H., Guo, W., Pu, X., & Wang, Z. L. (2020) · Advanced Functional Materials · doi:10.1002/adfm.201909252 · Cited by 186 · see citing works
Wearable Electronics Based on 2D Materials for Human Physiological Information Detection
Pang, Y., Yang, Z., Yang, Y., & Ren, T. (2019) · Small · doi:10.1002/smll.201901124 · Cited by 186 · see citing works
Triboelectric nanogenerator based on degradable materials
Chao, S., Ouyang, H., Jiang, D., Fan, Y., & Li, Z. (2020) · EcoMat · doi:10.1002/eom2.12072 · Cited by 188 · see citing works
Wearable Force Touch Sensor Array Using a Flexible and Transparent Electrode
Song, J., Son, D., Kim, J., Yoo, Y. J., Lee, G. J., Wang, L., Choi, M. K., Yang, J., Lee, M., Do, K., et al. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201605286 · Cited by 184 · see citing works
Self-citationJason, N. N., Ho, M. D., & Cheng, W. (2017) · Journal of Materials Chemistry C · doi:10.1039/c7tc01169e · Cited by 184 · see citing works
Xu, H., Lv, Y., Qiu, D., Zhou, Y., Zeng, H., & Chu, Y. (2019) · Nanoscale · doi:10.1039/c8nr08589g · Cited by 179 · see citing works
Electronic Skin for Health Monitoring Systems: Properties, Functions, and Applications
Yang, X., Chen, W., Fan, Q., Chen, J., Chen, Y., Lai, F., & Liu, H. (2024) · Advanced Materials · doi:10.1002/adma.202402542 · Cited by 179 · see citing works
A new protocol toward high output TENG with polyimide as charge storage layer
Feng, Y., Zheng, Y., Zhang, G., Wang, D., Zhou, F., & Liu, W. (2017) · Nano Energy · doi:10.1016/j.nanoen.2017.06.017 · Cited by 177 · see citing works
Materials, Processes, and Facile Manufacturing for Bioresorbable Electronics: A Review
Yu, X., Shou, W., Mahajan, B. K., Huang, X. L., & Pan, H. (2018) · Advanced Materials · doi:10.1002/adma.201707624 · Cited by 176 · see citing works
Yang, H., Li, J., Xiao, X., Wang, J., Li, Y., Li, K., Li, Z., Yang, H., Wang, Q., Yang, J., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-33021-5 · Cited by 181 · see citing works
“3i), our M n sensors showed user-designated linear working windows without sacri fi cing their superior strain sensitivities (GF >1000) 30,33,43,48 – 62 .”
BackgroundLi, S., Wang, J., Peng, W., Lin, L., Zi, Y., Wang, S., Zhang, G., & Wang, Z. L. (2017) · Advanced Energy Materials · doi:10.1002/aenm.201602832 · Cited by 172 · see citing works
- Authors
- Hwang, B.-U., Lee, J.-H., Trung, T. Q., Roh, E., Kim, D.-I., Kim, S.-W., & Lee, N.-E.
- Affiliations
- Sungkyunkwan University (KR)
- Corresponding author
- Kim, Sang-Woo
- Lee, Nae-Eung
- Venue
- ACS Nano
- Publisher
- American Chemical Society (ACS)
- Published
- 2015-08-20
- Volume
- 9
- Issue
- 9
- Pages
- 8801-8810
- ISSN
- 1936-0851 (ISSN-L)
- 1936-086X
- OpenAlex
- W1139244977
- Cited by
- 502
- References
- 35
- Citations by year
- 2026: 10 · 2025: 18 · 2024: 31 · 2023: 41 · 2022: 46 · 2021: 54 · 2020: 72 · 2019: 72 · 2018: 54 · 2017: 68 · 2016: 33 · 2015: 3
- FWCI
- 26.16
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- ACS Nano (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Research Foundation of Korea (2013R1A2A1A01015232)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Keywords
- stretchable strain sensors, transparent electronics, self-powered sensors, silver nanowires, PEDOT:PSS, polyurethane, conductive elastomers, triboelectric nanogenerator, supercapacitors, human activity monitoring, wearable health monitoring
- MeSH terms
- Electronics, Equipment Design, Humans, Motion, Polystyrenes, Polyurethanes, Silver, Biosensing Techniques, Elastomers, Nanotechnology, Nanowires
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