Bioinspired Interlocked and Hierarchical Design of ZnO Nanowire Arrays for Static and Dynamic Pressure‐Sensitive Electronic Skins
Abstract
The development of electronic skin (e‐skin) is of great importance in human‐like robotics, healthcare, wearable electronics, and medical applications. In this paper, a bioinspired e‐skin design of hierarchical micro‐ and nano‐structured ZnO nanowire (NW) arrays in an interlocked geometry is suggested for the sensitive detection of both static and dynamic tactile stimuli through piezoresistive and piezoelectric transduction modes, respectively. The interlocked hierarchical structures enable a stress‐sensitive variation in the contact area between the interlocked ZnO NWs and also the efficient bending of ZnO NWs, which allow the sensitive detection of both static and dynamic tactile stimuli. The flexible e‐skin in a piezoresistive mode shows a high pressure sensitivity (−6.8 kPa −1 ) and an ultrafast response time (<5 ms), which enables the detection of minute static pressure (0.6 Pa), vibration level (0.1 m s −2 ), and sound pressure (≈57 dB). The flexible e‐skin in a piezoelectric mode is also demonstrated to be able to detect fast dynamic stimuli such as high frequency vibrations (≈250 Hz). The flexible e‐skins with both piezoresistive and piezoelectric sensing capabilities may find applications requiring both static and dynamic tactile perceptions such as robotic hands for dexterous manipulations and various healthcare monitoring devices.
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Such dual-mode pressure sensors allow for ultrafast and ultrasensitive detection of both static and dynamic pressures.
“Such dual-mode pressure sensors allow for ultrafast and ultrasensitive detection of both static and dynamic pressures.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [142]
In a hierarchical Pt-coated ZnO NW array in an interlocking configuration, detection of low frequency pressure relies on the piezoresistive response of ZnO NWs and detection of high frequency pressure relies on the piezoelectric behavior of ZnO NWs.
“Detection of low frequency pressure relies on the piezoresistive response of ZnO NWs and detection of high frequency pressure relies on the piezoelectric behavior of ZnO NWs.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [142]
Cites
A comprehensive review of ZnO materials and devices
Özgür, Ü., Alivov, Y. I., Liu, C., Teke, A., Reshchikov, M. A., Doğan, S., Avrutin, V. S., Cho, S.-J., & Morkoç, H. (2005) · Journal of Applied Physics · doi:10.1063/1.1992666 · Cited by 11,489 · see citing works
Piezoelectric Nanogenerators Based on Zinc Oxide Nanowire Arrays
Wang, Z. L., & Song, J. (2006) · Science · doi:10.1126/science.1124005 · Cited by 7,922 · see citing works
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
Theory of polarization of crystalline solids
King-Smith, R. D., & Vanderbilt, D. (1993) · Physical Review B · doi:10.1103/physrevb.47.1651 · Cited by 4,472 · see citing works
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
Adhesive force of a single gecko foot-hair
Autumn, K., Liang, Y. A., Hsieh, S. T., Zesch, W., Chan, W. P., Kenny, T. W., Fearing, R. S., & Full, R. J. (2000) · Nature · doi:10.1038/35015073 · Cited by 2,767 · see citing works
A Dielectric Polymer with High Electric Energy Density and Fast Discharge Speed
Chu, B., Zhou, X., Ren, K., Neese, B., Lin, M., Wang, Q., Bauer, F., & Zhang, Q. M. (2006) · Science · doi:10.1126/science.1127798 · Cited by 2,459 · 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
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
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
Low‐Temperature Wafer‐Scale Production of ZnO Nanowire Arrays
Greene, L. E., Law, M., Goldberger, J. E., Kim, F., Johnson, J. C., Zhang, Y., Saykally, R. J., & Yang, P. (2003) · Angewandte Chemie International Edition · doi:10.1002/anie.200351461 · Cited by 1,678 · see citing works
Xu, S., Qin, Y., Xu, C., Wei, Y., Yang, R., & Wang, Z. L. (2010) · Nature Nanotechnology · doi:10.1038/nnano.2010.46 · Cited by 1,621 · see citing works
Microfibre–nanowire hybrid structure for energy scavenging
Qin, Y., Wang, X., & Wang, Z. L. (2008) · Nature · doi:10.1038/nature06601 · Cited by 1,605 · see citing works
Multifunctional wearable devices for diagnosis and therapy of movement disorders
Son, D., Lee, J., Qiao, S., Ghaffari, R., Kim, J., Lee, J. E., Song, C., Kim, S. J., Lee, D. J., Jun, S. W., et al. (2014) · Nature Nanotechnology · doi:10.1038/nnano.2014.38 · Cited by 1,462 · 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
Elastic deformation and the laws of friction
Archard, J. F. (1957) · Proceedings of the Royal Society of London A Mathematical and Physical Sciences · doi:10.1098/rspa.1957.0214 · Cited by 1,108 · 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
Triboelectric nanogenerators as self-powered active sensors
Wang, S., Lin, L., & Wang, Z. L. (2014) · Nano Energy · doi:10.1016/j.nanoen.2014.10.034 · Cited by 948 · see citing works
Wu, W., Wen, X., & Wang, Z. L. (2013) · Science · doi:10.1126/science.1234855 · Cited by 931 · 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-citation25th Anniversary Article: A Soft Future: From Robots and Sensor Skin to Energy Harvesters
Bauer, S., Bauer‐Gogonea, S., Graz, I. M., Kaltenbrunner, M., Keplinger, C., & Schwödiauer, R. (2013) · Advanced Materials · doi:10.1002/adma.201303349 · Cited by 860 · see citing works
Fundamental Understanding of Piezoelectric Strain Sensors
Sirohi, J., & Chopra, I. (2000) · Journal of Intelligent Material Systems and Structures · doi:10.1106/8bfb-gc8p-xq47-ycq0 · Cited by 762 · see citing works
Pan, C., Dong, L. R., Zhu, G., Niu, S., Yu, R., Yang, Q., Liu, Y., & Wang, Z. L. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.191 · Cited by 737 · see citing works
Hwang, G., Park, H., Lee, J., Oh, S., Park, K., Byun, M., Park, H., Ahn, G., Jeong, C. K., No, K., et al. (2014) · Advanced Materials · doi:10.1002/adma.201400562 · Cited by 672 · see citing works
Zhang, X., Han, M., Wang, R., Zhu, F.-Y., Li, Z., Wang, W., & Zhang, H. (2013) · Nano Letters · doi:10.1021/nl3045684 · Cited by 671 · see citing works
Zhu, J., & Park, C. (2006) · Materials Today · doi:10.1016/s1369-7021(06)71693-5 · Cited by 666 · 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-citationTee, B. C. K., Chortos, A., Dunn, R. R., Schwartz, G., Eason, E. V., & Bao, Z. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201400712 · Cited by 540 · see citing works
Yang, J., Chen, J., Liu, Y., Yang, W., Su, Y., & Wang, Z. L. (2014) · ACS Nano · doi:10.1021/nn4063616 · Cited by 488 · see citing works
Flexible Three‐Axial Force Sensor for Soft and Highly Sensitive Artificial Touch
Viry, L., Levi, A., Totaro, M., Mondini, A., Mattoli, V., Mazzolai, B., & Beccai, L. (2014) · Advanced Materials · doi:10.1002/adma.201305064 · Cited by 481 · see citing works
Honda, W., Harada, S., Arie, T., Akita, S., & Takei, K. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201303874 · Cited by 456 · see citing works
A Tactile Sensor Sheet Using Pressure Conductive Rubber With Electrical-Wires Stitched Method
Shimojo, M., Namiki, A., Ishikawa, M., Makino, R., & Mabuchi, K. (2004) · IEEE Sensors Journal · doi:10.1109/jsen.2004.833152 · Cited by 421 · see citing works
Pauzauskie, P. J., & Yang, P. (2006) · Materials Today · doi:10.1016/s1369-7021(06)71652-2 · Cited by 420 · see citing works
Mao, Y., Zhao, P., McConohy, G., Yang, H., Tong, Y., & Wang, X. (2014) · Advanced Energy Materials · doi:10.1002/aenm.201301624 · Cited by 400 · see citing works
A Flexible Polymer Tactile Sensor: Fabrication and Modular Expandability for Large Area Deployment
Lee, H.-K., Chang, S.-I., & Yoon, E. (2006) · Journal of Microelectromechanical Systems · doi:10.1109/jmems.2006.886021 · Cited by 399 · see citing works
Human tactile perception as a standard for artificial tactile sensing—a review
Dargahi, J., & Najarian, S. (2004) · International Journal of Medical Robotics and Computer Assisted Surgery · doi:10.1002/rcs.3 · Cited by 373 · see citing works
Sound‐Driven Piezoelectric Nanowire‐Based Nanogenerators
Cha, S. N., Seo, J., Kim, S. M., Kim, H. J., Park, Y. J., Kim, S., & Kim, J. M. (2010) · Advanced Materials · doi:10.1002/adma.201001169 · Cited by 349 · see citing works
Flexible Piezoelectric PMN–PT Nanowire-Based Nanocomposite and Device
Xu, S., Yeh, Y., Poirier, G. R., McAlpine, M. C., Register, R. A., & Yao, N. (2013) · Nano Letters · doi:10.1021/nl400169t · Cited by 339 · see citing works
Patterning by controlled cracking
Nam, K. H., Park, I. H., & Ko, S. H. (2012) · Nature · doi:10.1038/nature11002 · Cited by 272 · see citing works
Stoyanov, H. Y., Kollosche, M., Risse, S., Waché, R., & Kofod, G. (2012) · Advanced Materials · doi:10.1002/adma.201202728 · Cited by 218 · see citing works
Structural Design and Biomechanics of Friction-Based Releasable Attachment Devices in Insects
Gorb, S. N. (2002) · Integrative and Comparative Biology · doi:10.1093/icb/42.6.1127 · Cited by 200 · see citing works
Bat wing sensors support flight control
Sterbing-D’Angelo, S. J., Chadha, M., Chiu, C., Falk, B., Xian, W., Barcelo, J., Zook, J. M., & Moss, C. F. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1018740108 · Cited by 190 · see citing works
Crack interaction with microstructure
Kumar, S., & Curtin, W. A. (2007) · Materials Today · doi:10.1016/s1369-7021(07)70207-9 · Cited by 186 · see citing works
Flexible-foam-based capacitive sensor arrays for object detection at low cost
Metzger, C., Fleisch, E., Meyer, J. T., Dansachmüller, M., Graz, I. M., Kaltenbrunner, M., Keplinger, C., Schwödiauer, R., & Bauer, S. (2008) · Applied Physics Letters · doi:10.1063/1.2830815 · Cited by 172 · see citing works
Polymer‐Waveguide‐Based Flexible Tactile Sensor Array for Dynamic Response
Yun, S., Park, S., Park, B., Kim, Y., Park, S. K., Nam, S., & Kyung, K. (2014) · Advanced Materials · doi:10.1002/adma.201305850 · Cited by 155 · see citing works
Yaw-Correcting Postural Changes in Locusts*
Camhi, J. M. (1970) · Journal of Experimental Biology · doi:10.1242/jeb.52.3.519 · Cited by 145 · see citing works
Electrical properties of ZnO nanowire field effect transistors characterized with scanning probes
Fan, Z., & Lu, J. G. (2005) · Applied Physics Letters · doi:10.1063/1.1851621 · Cited by 142 · see citing works
A Novel Thick-Film Piezoelectric Slip Sensor for a Prosthetic Hand
Cotton, D. P. J., Chappell, P. H., Cranny, A., White, N. M., & Beeby, S. (2007) · IEEE Sensors Journal · doi:10.1109/jsen.2007.894912 · Cited by 135 · see citing works
Noise pollution in the anaesthetic and intensive care environment
Kam, P. C. A., KAM, A. C., & Thompson, J. F. (1994) · Anaesthesia · doi:10.1111/j.1365-2044.1994.tb04319.x · Cited by 131 · see citing works
Mikrajuddin, A., Shi, F. G., Kim, H. K., & Okuyama, K. (1999) · Materials Science in Semiconductor Processing · doi:10.1016/s1369-8001(99)00036-0 · Cited by 125 · see citing works
A capacitive tactile sensor array for surface texture discrimination
Muhammad, H. B., Recchiuto, C. T., Oddo, C. M., Beccai, L., Anthony, C., Adams, M. J., Carrozza, M. C., & Ward, M. C. L. (2011) · Microelectronic Engineering · doi:10.1016/j.mee.2011.01.045 · Cited by 115 · see citing works
Bioinspired Carbon Nanotube Fuzzy Fiber Hair Sensor for Air‐Flow Detection
Maschmann, M. R., Ehlert, G. J., Dickinson, B. T., Phillips, D. M., Ray, C. W., Reich, G. W., & Baur, J. W. (2014) · Advanced Materials · doi:10.1002/adma.201305285 · Cited by 114 · see citing works
Flexible polyimide-based force sensor
Dobrzynska, J., & Gijs, M. A. M. (2011) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2011.11.006 · Cited by 110 · see citing works
Microflotronics: A Flexible, Transparent, Pressure‐Sensitive Microfluidic Film
Li, R., Nie, B., Digiglio, P., & Pan, T. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201401527 · Cited by 75 · see citing works
Jiang, M., Dang, Z., & Xu, H. (2006) · Applied Physics Letters · doi:10.1063/1.2369643 · Cited by 71 · see citing works
Jalali, N., Woolliams, P., Stewart, M., Weaver, P. M., Cain, M. G., Dunn, S., & Briscoe, J. (2014) · Journal of Materials Chemistry A · doi:10.1039/c4ta01714e · Cited by 65 · see citing works
Zhu, R., Wang, D., Xiang, S., Zhou, Z., & Ye, X. (2008) · Nanotechnology · doi:10.1088/0957-4484/19/28/285712 · Cited by 57 · see citing works
Hosoyamada, Y., & Sakai, T. (2005) · Anatomy and Embryology · doi:10.1007/s00429-005-0011-y · Cited by 46 · see citing works
Ontogeny of air-motion sensing in cricket
Dangles, O. J., Pierre, D., Magal, C., Vannier, F., & Casas, J. (2006) · Journal of Experimental Biology · doi:10.1242/jeb.02485 · Cited by 44 · see citing works
Static and dynamic response of a multiplexed-array piezoresistive contact sensor
Otto, J. K., Brown, T. D., & Callaghan, J. J. (1999) · Experimental Mechanics · doi:10.1007/bf02329811 · Cited by 43 · see citing works
Development of enhanced synthetic elastomer for energy-efficient polymer actuators
Jung, K., Lee, J., Cho, M., Koo, J. C., Nam, J., Lee, Y., & Choi, H. R. (2007) · Smart Materials and Structures · doi:10.1088/0964-1726/16/2/s13 · Cited by 41 · see citing works
Self-citationSynthesis and Characterization of Phthalocyanines with Direct Si−Si Linkages
Kobayashi, N., Furuya, F., Yug, G.-C., Wakita, H., Yokomizo, M., & Ishikawa, N. (2002) · Chemistry - A European Journal · doi:10.1002/1521-3765(20020315)8:6 · Cited by 39 · see citing works
Spinner, M., Westhoff, G., & Gorb, S. N. (2014) · Scientific Reports · doi:10.1038/srep05481 · Cited by 35 · see citing works
Strain sensing mechanism of the fabricated ZnO nanowire-polymer composite strain sensors
Mai, W., Liang, Z., Zhang, L., Yu, X., Liu, P., Zhu, H., Cai, X., & Tan, S. (2012) · Chemical Physics Letters · doi:10.1016/j.cplett.2012.04.041 · Cited by 29 · see citing works
The correlativity of positive temperature coefficient effects in conductive silicone rubber
Zhang, J., Zhang, S., Feng, S., & Jiang, Z. (2005) · Polymer International · doi:10.1002/pi.1826 · Cited by 26 · see citing works
Pressure Sensing and Electronic Amplification with Functionalized Graphite–Silicone Composite
Littlejohn, S. D., Nogaret, A., Prentice, G. M., & Pantoş, G. D. (2013) · Advanced Functional Materials · doi:10.1002/adfm.201300519 · Cited by 25 · see citing works
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Yang, J. C., Mun, J., Kwon, S. Y., Park, S., Bao, Z., & Park, S. (2019) · Advanced Materials · doi:10.1002/adma.201904765 · Cited by 1,641 · see citing works
Recent Advances in Flexible and Stretchable Bio‐Electronic Devices Integrated with Nanomaterials
Choi, S., Lee, H., Ghaffari, R., Hyeon, T., & Kim, D. (2016) · Advanced Materials · doi:10.1002/adma.201504150 · Cited by 1,104 · 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
Pang, Y., Zhang, K., Yang, Z., Jiang, S., Ju, Z., Li, Y., Wang, X., Wang, D., Jian, M., Zhang, Y., et al. (2018) · ACS Nano · doi:10.1021/acsnano.7b07613 · Cited by 774 · see citing works
Materials and Structures toward Soft Electronics
Wang, C., Wang, C., Huang, Z., & Xu, S. H. (2018) · Advanced Materials · doi:10.1002/adma.201801368 · Cited by 671 · see citing works
Flexible and Highly Sensitive Pressure Sensors Based on Bionic Hierarchical Structures
Jian, M., Xia, K., Wang, Q., Yin, Z., Wang, H., Wang, C., Xie, H., Zhang, M., & Zhang, Y. (2017) · Advanced Functional Materials · doi:10.1002/adfm.201606066 · Cited by 657 · see citing works
Bae, G. Y., Pak, S. W., Kim, D., Lee, G., Kim, D. H., Chung, Y., & Cho, K. (2016) · Advanced Materials · doi:10.1002/adma.201600408 · Cited by 644 · see citing works
Theory, technology and applications of piezoresistive sensors: A review
Fiorillo, A. S., Critello, C. D., & Pullano, S. A. (2018) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2018.07.006 · Cited by 588 · 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
Sun, X., Qin, Z., Ye, L., Zhang, H., Yu, Q., Wu, X., Li, J., & Yao, F. (2019) · Chemical Engineering Journal · doi:10.1016/j.cej.2019.122832 · Cited by 552 · see citing works
Lee, Y., Park, J., Cho, S., Shin, Y., Lee, H., Kim, J., Myoung, J., Cho, S., Kang, S., Baig, C., et al. (2018) · ACS Nano · doi:10.1021/acsnano.8b01805 · Cited by 527 · see citing works
Self-citationEnergy 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
Mechanically Flexible Conductors for Stretchable and Wearable E‐Skin and E‐Textile Devices
Wang, B., & Facchetti, A. F. (2019) · Advanced Materials · doi:10.1002/adma.201901408 · Cited by 516 · see citing works
Mimicking Human and Biological Skins for Multifunctional Skin Electronics
Lee, Y., Park, J., Choe, A., Cho, S., Kim, J., & Ko, H. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201904523 · Cited by 465 · see citing works
Self-citationPiezoelectric nanogenerators for personalized healthcare
Deng, W., Zhou, Y., Libanori, A., Chen, G., Yang, W., & Chen, J. (2022) · Chemical Society Reviews · doi:10.1039/d1cs00858g · Cited by 442 · see citing works
New insights and perspectives into biological materials for flexible electronics
Wang, L., Chen, D., Jiang, K., & Shen, G. (2017) · Chemical Society Reviews · doi:10.1039/c7cs00278e · Cited by 412 · see citing works
Park, B., Kim, J., Kang, D., Jeong, C., Kim, K. S., Kim, J. U., Yoo, P. J., & Kim, T. (2016) · Advanced Materials · doi:10.1002/adma.201602425 · Cited by 398 · 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
Recent Progress in Essential Functions of Soft Electronic Skin
Chen, J., Zhu, Y., Chang, X., Pan, D., Song, G., Guo, Z., & Naik, N. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202104686 · Cited by 395 · see citing works
Wearable and flexible sensors for user-interactive health-monitoring devices
Ha, M., Lim, S., & Ko, H. (2018) · Journal of Materials Chemistry B · doi:10.1039/c8tb01063c · Cited by 352 · see citing works
Self-citationTransparent 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 345 · see citing works
Self-citationBioinspired Electronics for Artificial Sensory Systems
Jung, Y. H., Park, B., Kim, J. U., & Kim, T. (2018) · Advanced Materials · doi:10.1002/adma.201803637 · Cited by 340 · see citing works
Wang, B., Thukral, A., Xie, Z., Liu, L., Zhang, X., Huang, W., Yu, X., Yu, C., Marks, T. J., & Facchetti, A. F. (2020) · Nature Communications · doi:10.1038/s41467-020-16268-8 · Cited by 338 · see citing works
McCracken, J. M., Donovan, B. R., & White, T. J. (2020) · Advanced Materials · doi:10.1002/adma.201906564 · Cited by 336 · see citing works
Ge, G., Cai, Y., Dong, Q., Zhang, Y., Shao, J., Huang, W., & Dong, X. (2018) · Nanoscale · doi:10.1039/c8nr02813c · Cited by 332 · see citing works
Recent progresses on flexible tactile sensors
Wan, Y., Wang, Y., & Guo, C. F. (2017) · Materials Today Physics · doi:10.1016/j.mtphys.2017.06.002 · Cited by 314 · see citing works
Construction of Bio‐Piezoelectric Platforms: From Structures and Synthesis to Applications
Xu, Q., Gao, X., Zhao, S., Liu, Y., Zhang, D., Zhou, K., Khanbareh, H., Chen, W., Zhang, Y., & Bowen, C. (2021) · Advanced Materials · doi:10.1002/adma.202008452 · Cited by 301 · see citing works
Zhu, M., Yi, Z., Yang, B. T., & Lee, C. (2020) · Nano Today · doi:10.1016/j.nantod.2020.101016 · Cited by 296 · see citing works
Shi, Z., Meng, L., Shi, X., Li, H., Zhang, J., Sun, Q., Liu, X., Chen, J., & Liu, S. (2022) · Nano-Micro Letters · doi:10.1007/s40820-022-00874-w · Cited by 290 · see citing works
Soft Sensors and Actuators for Wearable Human–Machine Interfaces
Park, J., Lee, Y., Cho, S., Choe, A., Yeom, J., Ro, Y. G., Kim, J., Kang, D., Lee, S., & Ko, H. (2024) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00356 · Cited by 282 · see citing works
Self-citationZhang, G., Zhao, P., Zhang, X., Han, K., Zhao, T., Zhang, Y., Jeong, C. K., Jiang, S., Zhang, S., & Wang, Q. (2018) · Energy & Environmental Science · doi:10.1039/c8ee00595h · Cited by 269 · see citing works
Stretchable self-healable semiconducting polymer film for active-matrix strain-sensing array
Oh, J. Y., Son, D., Katsumata, T., Lee, Y., Kim, Y., Lopez, J., Wu, H., Kang, J., Park, J., Gu, X., et al. (2019) · Science Advances · doi:10.1126/sciadv.aav3097 · Cited by 268 · see citing works
Self-citationA bioinspired hydrogen bond-triggered ultrasensitive ionic mechanoreceptor skin
Amoli, V., Kim, J. S., Jee, E., Chung, Y. S., Kim, S. Y., Koo, J., Choi, H., Kim, Y., & Kim, D. H. (2019) · Nature Communications · doi:10.1038/s41467-019-11973-5 · Cited by 259 · see citing works
Flexible electronic skins based on piezoelectric nanogenerators and piezotronics
Yuan, H., Lei, T., Qin, Y., & Yang, R. (2019) · Nano Energy · doi:10.1016/j.nanoen.2019.01.072 · Cited by 255 · see citing works
Li, W., Ke, K., Jia, J. F., Pu, J., Zhao, X., Bao, R., Liu, Z., Bai, L., Zhang, K., Yang, M., et al. (2021) · Small · doi:10.1002/smll.202103734 · Cited by 255 · see citing works
Zhang, Y., Hu, Y., Zhu, P., Han, F., Zhu, Y., Sun, R., & Wong, C. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b09617 · Cited by 254 · see citing works
Graphene oxide as high-performance dielectric materials for capacitive pressure sensors
Wan, S., Bi, H., Zhou, Y., Xie, X. L., Su, S., Yin, K., & Sun, L. (2016) · Carbon · doi:10.1016/j.carbon.2016.12.023 · Cited by 250 · see citing works
Emerging MXene‐Based Flexible Tactile Sensors for Health Monitoring and Haptic Perception
Lai, Q., Zhao, X., Sun, Q., Tang, Z., Tang, X., & Roy, V. A. L. (2023) · Small · doi:10.1002/smll.202300283 · Cited by 248 · see citing works
Park, H., Kim, J. W., Hong, S. Y., Lee, G., Kim, D., Oh, J. H., Jin, S. W., Jeong, Y. R., Oh, S. Y., Yun, J. Y., et al. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201707013 · Cited by 247 · see citing works
Ultrasensitive and ultraflexible e-skins with dual functionalities for wearable electronics
Lou, Z., Chen, S., Wang, L., Shi, R., Li, L., Jiang, K., Chen, D., & Shen, G. (2017) · Nano Energy · doi:10.1016/j.nanoen.2017.05.024 · Cited by 246 · see citing works
Mu, C., Song, Y., Huang, W., Ran, A., Sun, R., Xie, W., & Zhang, H. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201707503 · Cited by 239 · see citing works
Chen, S., Zhuo, B., & Guo, X. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b05177 · Cited by 229 · see citing works
Review—Recent Progress in Flexible and Stretchable Piezoresistive Sensors and Their Applications
Li, J., Fang, L., Sun, B., Li, X., & Kang, S. H. (2020) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ab6828 · Cited by 227 · see citing works
Advanced 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
Qiu, Y., Tian, Y., Sun, S., Hu, J., Wang, Y., Zhang, Z., Liu, A., Cheng, H., Gao, W., Zhang, W., et al. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.105337 · Cited by 223 · see citing works
Park, S.-H., Lee, H. B., Yeon, S. M., Park, J., & Lee, N. K. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b07833 · Cited by 215 · see citing works
Self-citationRobust Flexible Pressure Sensors Made from Conductive Micropyramids for Manipulation Tasks
Ma, C., Xu, D., Huang, Y.-C., Wang, P., Huang, J. S., Zhou, J., Liu, W., Li, S., Huang, Y., & Duan, X. (2020) · ACS Nano · doi:10.1021/acsnano.0c03659 · Cited by 215 · see citing works
Sun, Q., Zhao, X., Zhou, Y., Yeung, C., Wu, W., Venkatesh, S., Xu, Z., Wylie, J. J., Li, W. Y., & Roy, V. A. L. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201808829 · Cited by 210 · 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
Chen, Y., Zhang, X., & Lü, C. (2024) · Chemical Science · doi:10.1039/d4sc05166a · Cited by 203 · see citing works
Yang, K., Yin, F., Xia, D., Peng, H., Yang, J., & Yuan, W. (2019) · Nanoscale · doi:10.1039/c9nr00488b · Cited by 201 · see citing works
Piezoelectricity, Pyroelectricity, and Ferroelectricity in Biomaterials and Biomedical Applications
Xue, Y., Shi, J., Kang, Y., Dong, J., Pei, Z., & Ji, X. (2023) · Advanced Materials · doi:10.1002/adma.202308726 · Cited by 198 · see citing works
Kweon, O. Y., Lee, S. J., & Oh, J. H. (2018) · NPG Asia Materials · doi:10.1038/s41427-018-0041-6 · Cited by 197 · see citing works
Skin 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
Wrinkling of two-dimensional materials: methods, properties and applications
Chen, W., Gui, X., Yang, L., Zhu, H., & Tang, Z. (2018) · Nanoscale Horizons · doi:10.1039/c8nh00112j · Cited by 192 · see citing works
Shi, X., Fan, X., Zhu, Y., Liu, Y., Wu, P., Jiang, R., Wu, B. J., Wu, H., He, Z., Wang, J., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-28760-4 · Cited by 191 · see citing works
Cu–Ag core–shell nanowires for electronic skin with a petal molded microstructure
Wei, Y., Chen, S., Lin, Y. Q., Yang, Z., & Liu, L. (2015) · Journal of Materials Chemistry C · doi:10.1039/c5tc01723h · Cited by 190 · see citing works
He, F., You, X., Wang, W., Bai, T., Xue, G., & Ye, M. (2021) · Small Methods · doi:10.1002/smtd.202001041 · Cited by 190 · 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
Self-citationA Self‐Powered Sensor Mimicking Slow‐ and Fast‐Adapting Cutaneous Mechanoreceptors
Chun, K., Son, Y. J., Jeon, E., Lee, S.-H., & Han, C. (2018) · Advanced Materials · doi:10.1002/adma.201706299 · 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
Bioinspired and bristled microparticles for ultrasensitive pressure and strain sensors
Yin, B., Liu, X., Gao, H., Fu, T., & Yao, J. (2018) · Nature Communications · doi:10.1038/s41467-018-07672-2 · Cited by 185 · see citing works
Jason, N. N., Ho, M. D., & Cheng, W. (2017) · Journal of Materials Chemistry C · doi:10.1039/c7tc01169e · Cited by 184 · see citing works
One Single Graphene Oxide Film for Responsive Actuation
Cheng, H., Zhao, F., Xue, J., Shi, G., Jiang, L., & Qu, L. (2016) · ACS Nano · doi:10.1021/acsnano.6b04769 · Cited by 182 · see citing works
Multiscale Wrinkled Microstructures for Piezoresistive Fibers
Wei, Y., Chen, S., Xue, Y., Wang, P., & Liu, L. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201600580 · Cited by 177 · see citing works
Chen, S., Wu, N., Ma, L., Lin, S., Yuan, F., Xu, Z., Li, W., Wang, B., & Zhou, J. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b17723 · Cited by 168 · see citing works
Advances in flexible sensors for intelligent perception system enhanced by artificial intelligence
Niu, H., Yin, F., Kim, E., Wang, W., Yoon, D., Wang, C., Liang, J., Li, Y., & Kim, N. (2023) · InfoMat · doi:10.1002/inf2.12412 · Cited by 169 · see citing works
Cheng, Y., Wang, R., Zhai, H., & Sun, J. (2017) · Nanoscale · doi:10.1039/c7nr00121e · Cited by 165 · see citing works
Gong, S., Zhang, B., Zhang, J., Wang, Z. L., & Ren, K. (2020) · Advanced Functional Materials · doi:10.1002/adfm.201908724 · Cited by 163 · see citing works
Chen, H., Song, Y., Guo, H., Miao, L., Chen, X., Su, Z., & Zhang, H. (2018) · Nano Energy · doi:10.1016/j.nanoen.2018.07.001 · Cited by 161 · see citing works
Hosseini, H., Kokabi, M., & Mousavi, S. M. (2018) · Carbohydrate Polymers · doi:10.1016/j.carbpol.2018.08.054 · Cited by 157 · see citing works
Wang, K., Yap, L. W., Gong, S. P., Wang, R., Wang, S. J., & Cheng, W. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202008347 · Cited by 157 · see citing works
Tactile Sensors for Advanced Intelligent Systems
Wang, C., Dong, L. R., Peng, D., & Pan, C. (2019) · Advanced Intelligent Systems · doi:10.1002/aisy.201900090 · Cited by 156 · see citing works
A Personalized Acoustic Interface for Wearable Human–Machine Interaction
Lin, Z., Zhang, G., Xiao, X., Au, C., Zhou, Y., Sun, C., Zhou, Z., Yan, R. G., Fan, E., Si, S., et al. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202109430 · Cited by 158 · see citing works
Nguyen, T., Dinh, T., Phan, H., Pham, T. A., Dau, V. T., Nguyen, N., & Dao, D. V. (2021) · Materials Horizons · doi:10.1039/d1mh00538c · Cited by 155 · see citing works
Biomimetic-inspired micro-nano hierarchical structures for capacitive pressure sensor applications
Mahata, C., Algadi, H., Lee, J., Kim, S., & Lee, T. (2019) · Measurement · doi:10.1016/j.measurement.2019.107095 · Cited by 152 · see citing works
Flexible Hybrid Sensor Systems with Feedback Functions
Xu, K., Lu, Y., & Takei, K. (2020) · Advanced Functional Materials · doi:10.1002/adfm.202007436 · Cited by 152 · see citing works
Kim, J., Jang, M., Jeong, G., Yu, S., Park, J., Lee, Y., Cho, S., Yeom, J., Lee, Y., Choe, A., et al. (2021) · Nano Energy · doi:10.1016/j.nanoen.2021.106409 · Cited by 153 · see citing works
Self-citationHassani, F. A., Shi, Q., Wen, F., He, T., Haroun, A., Yang, Y., Feng, Y., & Lee, C. (2020) · Smart Materials in Medicine · doi:10.1016/j.smaim.2020.07.005 · Cited by 150 · see citing works
Kim, D., Kim, D., Lee, H., Jeong, Y. R., Lee, S., Yang, G., Kim, H., Lee, G., Jeon, S., Zi, G., et al. (2016) · Advanced Materials · doi:10.1002/adma.201504335 · Cited by 148 · see citing works
Silver nanowires coated on cotton for flexible pressure sensors
Wei, Y., Chen, S., Lin, Y. Q., Xue, Y., & Liu, L. (2015) · Journal of Materials Chemistry C · doi:10.1039/c5tc03419a · Cited by 148 · see citing works
Yang, C.-F., Li, L., Zhao, J., Wang, J., Xie, J., Cao, Y., Xue, M., & Lu, C. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b08666 · Cited by 146 · see citing works
Chen, H., Miao, L., Su, Z., Song, Y., Han, M., Chen, X., Cheng, X., Chen, D., & Zhang, H. (2017) · Nano Energy · doi:10.1016/j.nanoen.2017.08.001 · Cited by 143 · see citing works
Gogurla, N., & Kim, S. (2021) · Advanced Energy Materials · doi:10.1002/aenm.202100801 · Cited by 143 · see citing works
Liu, L., Jiao, Z., Zhang, J., Wang, Y., Zhang, C., Meng, X., Jiang, X., Niu, S., Han, Z., & Ren, L. (2020) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.0c18818 · Cited by 142 · see citing works
Wei, Y., Chen, S., Li, F., Lin, Y. Q., Zhang, Y., & Liu, L. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b03824 · Cited by 137 · see citing works
Micro/nanostructured surfaces for self-powered and multifunctional electronic skins
Park, J., Lee, Y., Ha, M., Cho, S., & Ko, H. (2016) · Journal of Materials Chemistry B · doi:10.1039/c5tb02483h · Cited by 134 · see citing works
Self-citationPiezocapacitive Flexible E‐Skin Pressure Sensors Having Magnetically Grown Microstructures
Asghar, W., Li, F., Zhou, Y., Wu, Y., Yu, Z., Li, S., Tang, D., Han, X., Shang, J., Liu, Y., et al. (2020) · Advanced Materials Technologies · doi:10.1002/admt.201900934 · Cited by 133 · see citing works
Micro‐Nano Processing of Active Layers in Flexible Tactile Sensors via Template Methods: A Review
Niu, H., Zhang, H., Yue, W., Gao, S., Kan, H., Zhang, C., Zhang, C., Pang, J., Lou, Z., Wang, L., et al. (2021) · Small · doi:10.1002/smll.202100804 · Cited by 133 · see citing works
A review on biological and biomimetic materials and their applications
Kumar, N. S., Suvarna, R. P., Naidu, K. C. B., Banerjee, P., Ratnamala, A., & Manjunatha, H. (2020) · Applied Physics A · doi:10.1007/s00339-020-03633-z · Cited by 132 · see citing works
Highly Stretchable and Self-Healing “Solid–Liquid” Elastomer with Strain-Rate Sensing Capability
Wu, Q., Hui, X., Peng, Y., Yang, Y., Kang, J., Huang, G., Ren, X., & Wu, J. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b05230 · Cited by 131 · see citing works
Wu, X.-X., Liao, H., Ma, D., Chao, M., Wang, Y., Jia, X., Wan, P., & Zhang, L. (2019) · Journal of Materials Chemistry C · doi:10.1039/c9tc05575d · Cited by 130 · see citing works
Wei, Y., Chen, S., Dong, X., Lin, Y. Q., & Liu, L. (2016) · Carbon · doi:10.1016/j.carbon.2016.11.027 · Cited by 127 · see citing works
Choi, S., Yoon, K., Lee, S.-G., Lee, H. J., Lee, J., Kim, D. W., Kim, M., Lee, T., & Pang, C. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201905808 · Cited by 123 · see citing works
Recent progress of flexible and wearable strain sensors for human-motion monitoring
Ge, G., Huang, W., Shao, J., & Dong, X. (2018) · Journal of Semiconductors · doi:10.1088/1674-4926/39/1/011012 · Cited by 122 · see citing works
Xu, Y., Chen, L., Chen, J., Chang, X., & Zhu, Y. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c22428 · Cited by 120 · see citing works
Li, C., & Liao, Y. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b02844 · Cited by 118 · see citing works
Superfast and high-sensitivity printable strain sensors with bioinspired micron-scale cracks
Song, H., Zhang, J., Chen, D., Wang, K., Niu, S., Han, Z., & Ren, L. (2016) · Nanoscale · doi:10.1039/c6nr07333f · Cited by 115 · see citing works
Irregular Microdome Structure‐Based Sensitive Pressure Sensor Using Internal Popping of Microspheres
Jung, Y. J., Choi, J., Lee, W., Ko, J. S., Park, I., & Cho, H. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202201147 · Cited by 115 · see citing works
Chen, W., Gui, X., Liang, B., Yang, R., Zheng, Y., Zhao, C., Li, X., Zhu, H., & Tang, Z. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b05515 · Cited by 113 · see citing works
- Authors
- Ha, M., Lim, S., Park, J., Um, D., Lee, Y., & Ko, H.
- Affiliations
- Ulsan Metropolitan City (KR)
- Corresponding author
- Ko, Hyunhyub
- Venue
- Advanced Functional Materials
- Publisher
- Wiley
- Published
- 2015-04-07
- Volume
- 25
- Issue
- 19
- Pages
- 2841-2849
- ISSN
- 1616-301X (ISSN-L)
- 1616-3028
- OpenAlex
- W2066851141
- Cited by
- 395
- References
- 66
- Citations by year
- 2026: 15 · 2025: 31 · 2024: 36 · 2023: 33 · 2022: 43 · 2021: 50 · 2020: 45 · 2019: 50 · 2018: 37 · 2017: 27 · 2016: 24 · 2015: 4
- FWCI
- 15.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Advanced Functional Materials (publishedVersion)
- Scholarworks@UNIST (Ulsan National Institute of Science and Technology) (submittedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Materials Science › Materials Chemistry › ZnO doping and properties
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Keywords
- electronic skin, ZnO nanowire arrays, biomimetic design, piezoresistive sensing, piezoelectric sensing, pressure sensing, tactile sensing, vibration sensing, flexible electronics, wearable electronics, robotic hand
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