Fully Printed, Highly Sensitive Multifunctional Artificial Electronic Whisker Arrays Integrated with Strain and Temperature Sensors
Abstract
Mammalian-mimicking functional electrical devices have tremendous potential in robotics, wearable and health monitoring systems, and human interfaces. The keys to achieve these devices are (1) highly sensitive sensors, (2) economically fabricated macroscale devices on flexible substrates, and (3) multifunctions beyond mammalian functions. Although highly sensitive artificial electronic devices have been reported, none have been fabricated using cost-effective macroscale printing methods and demonstrate multifunctionalities of artificial electronics. Herein we report fully printed high-sensitivity multifunctional artificial electronic whiskers (e-whisker) integrated with strain and temperature sensors using printable nanocomposite inks. Importantly, changing the composition ratio tunes the sensitivity of strain. Additionally, the printed temperature sensor array can be incorporated with the strain sensor array beyond mammalian whisker functionalities. The sensitivity for the strain sensor is impressively high (∼59%/Pa), which is the best sensitivity reported to date (>7× improvement). As the proof-of-concept for a truly printable multifunctional artificial e-whisker array, two- and three-dimensional space and temperature distribution mapping are demonstrated. This fully printable flexible sensor array should be applicable to a wide range of low-cost macroscale electrical applications.
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Wearable temperature and mechanical sensors have been integrated to realize wearable health and activity monitoring, human-interactive devices and multifunctional electronic skin.
“Wearable temperature and mechanical sensors (e.g., strain sensors, pressure sensors, and force sensors) have been integrated to realize wearable health and activity monitoring, human-interactive devices and multifunctional electronic skin.[47,65,80,172,196,197]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [80]
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
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 · cited 2× · see citing works
“This∼59%/Pa sensitivity is more than seven times higher than the best reported sensitivity (∼8%/Pa)(10) for a strain sensor, including sensors composed of a silicon cantilever(19) or other materials.(8,20) However, further increasing the AgNP ratio decreases the resistance change (e.”
BackgroundA 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
Someya, T., Sekitani, T., Iba, S., Kato, Y., Kawaguchi, H., & Sakurai, T. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0401918101 · Cited by 1,925 · 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
Nanowire active-matrix circuitry for low-voltage macroscale artificial skin
Takei, K., Takahashi, T., Ho, J. C., Ko, H., Gillies, A. G., Leu, P. W., Fearing, R. S., & Javey, A. (2010) · Nature Materials · doi:10.1038/nmat2835 · Cited by 1,274 · see citing works
Self-citationUser-interactive electronic skin for instantaneous pressure visualization
Wang, C., Hwang, D., Yu, Z., Takei, K., Park, J., Chen, T., Ma, B., & Javey, A. (2013) · Nature Materials · doi:10.1038/nmat3711 · Cited by 1,182 · see citing works
Self-citationDigital cameras with designs inspired by the arthropod eye
Song, Y. M., Xie, Y., Malyarchuk, V., Xiao, J., Jung, I., Choi, K.-J., Liu, Z., Park, H., Lü, C., Kim, R.-H., et al. (2013) · Nature · doi:10.1038/nature12083 · Cited by 1,148 · see citing works
Wu, W., Wen, X., & Wang, Z. L. (2013) · Science · doi:10.1126/science.1234855 · Cited by 931 · see citing works
Kim, D., Lu, N., Ghaffari, R., Kim, Y., Lee, S. P., Xu, L., Wu, J. C., Kim, R.-H., Song, J., Liu, Z., et al. (2011) · Nature Materials · doi:10.1038/nmat2971 · Cited by 766 · see citing works
Mechanics of rollable and foldable film-on-foil electronics
Suo, Z., Ma, E. Y., Glesková, H., & Wagner, S. (1999) · Applied Physics Letters · doi:10.1063/1.123478 · Cited by 714 · 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
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
Self-citationAll-Printed and Roll-to-Roll-Printable 13.56-MHz-Operated 1-bit RF Tag on Plastic Foils
Jung, M., Kim, J., Noh, J., Lim, N., Lim, C., Lee, G., Kim, J., Kang, H., Jung, K., Leonard, A. D., et al. (2010) · IEEE Transactions on Electron Devices · doi:10.1109/ted.2009.2039541 · Cited by 450 · see citing works
Fully Printed, High Performance Carbon Nanotube Thin-Film Transistors on Flexible Substrates
Lau, P. H., Takei, K., Wang, C., Ju, Y., Kim, J., Yu, Z., Takahashi, T., Cho, G., & Javey, A. (2013) · Nano Letters · doi:10.1021/nl401934a · Cited by 411 · see citing works
Self-citationNanoparticle films as sensitive strain gauges
Herrmann, J., Müller, K.-H., Reda, T., et al. (2007) · Applied Physics Letters · doi:10.1063/1.2805026 · Cited by 276 · see citing works
Takei, K., Yu, Z., Zheng, M., Ota, H., Takahashi, T., & Javey, A. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1317920111 · Cited by 263 · see citing works
Self-citationFarcǎu, C., Sangeetha, N. M., Moreira, H., et al. (2011) · ACS Nano · doi:10.1021/nn201833y · Cited by 156 · see citing works
Differential pressure sensor using a piezoresistive cantilever
Takahashi, H., Dung, N. M., Matsumoto, K., et al. (2012) · Journal of Micromechanics and Microengineering · doi:10.1088/0960-1317/22/5/055015 · Cited by 143 · see citing works
Misawa, N., Mitsuno, H., Kanzaki, R., & Takeuchi, S. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1004334107 · Cited by 130 · see citing works
Liu, X., Zhu, Y., Nomani, M. W. K., Wen, X., Hsia, T., & Koley, G. (2013) · Journal of Micromechanics and Microengineering · doi:10.1088/0960-1317/23/2/025022 · Cited by 83 · see citing works
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Trung, T. Q., & Lee, N. (2016) · Advanced Materials · doi:10.1002/adma.201504244 · Cited by 2,160 · see citing works
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
Skin-inspired highly stretchable and conformable matrix networks for multifunctional sensing
Hua, Q., Sun, J., Liu, H., Bao, R., Yu, R., Zhai, J., Pan, C., & Wang, Z. L. (2018) · Nature Communications · doi:10.1038/s41467-017-02685-9 · Cited by 1,413 · 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
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
Multifunctional Skin‐Inspired Flexible Sensor Systems for Wearable Electronics
Xu, K., Lu, Y., & Takei, K. (2019) · Advanced Materials Technologies · doi:10.1002/admt.201800628 · Cited by 602 · 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
Stretchable Active Matrix Temperature Sensor Array of Polyaniline Nanofibers for Electronic Skin
Hong, S. Y., Lee, Y. H., Park, H., Jin, S. W., Jeong, Y. R., Yun, J., You, I., Zi, G., & Ha, J. S. (2016) · Advanced Materials · doi:10.1002/adma.201504659 · Cited by 454 · see citing works
Kim, S. Y., Park, S., Park, H. W., Park, D. H., Jeong, Y., & Kim, D. H. (2015) · Advanced Materials · doi:10.1002/adma.201501408 · Cited by 416 · see citing works
Harada, S., Kanao, K., Yamamoto, Y., Arie, T., Akita, S., & Takei, K. (2014) · ACS Nano · doi:10.1021/nn506293y · Cited by 350 · see citing works
Self-citationWearable 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
Su, 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
Li, Y., Luo, S., Yang, M., Liang, R., & Zeng, C. (2016) · Advanced Functional Materials · doi:10.1002/adfm.201505070 · Cited by 160 · see citing works
Kanao, K., Harada, S., Yamamoto, Y., Honda, W., Arie, T., Akita, S., & Takei, K. (2015) · RSC Advances · doi:10.1039/c5ra03110a · Cited by 148 · see citing works
Self-citation
- Authors
- Harada, S., Honda, W., Arie, T., Akita, S., & Takei, K.
- Affiliations
- Osaka Prefecture University (JP)
- Corresponding author
- Takei, Kuniharu
- Venue
- ACS Nano
- Publisher
- American Chemical Society (ACS)
- Published
- 2014-03-04
- Volume
- 8
- Issue
- 4
- Pages
- 3921-3927
- ISSN
- 1936-0851 (ISSN-L)
- 1936-086X
- OpenAlex
- W2322535512
- Cited by
- 322
- References
- 22
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 18 · 2023: 25 · 2022: 31 · 2021: 29 · 2020: 29 · 2019: 43 · 2018: 36 · 2017: 38 · 2016: 26 · 2015: 19 · 2014: 8
- FWCI
- 16.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- ACS Nano (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Japan Society for the Promotion of Science (25889048)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Nanofabrication and Lithography Techniques
- Keywords
- printed electronics, strain sensors, temperature sensors, multifunctional sensors, nanocomposite inks, flexible substrates, strain sensitivity, temperature mapping
- MeSH terms
- Animals, Printing, Silver, Stress, Mechanical, Temperature, Vibrissae, Biomimetics, Nanotubes, Carbon, Metal Nanoparticles, Electrical Equipment and Supplies
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