Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition
Iontronic devices manifest significant promise for versatile pressure-temperature sensing due to their substantial capacitance resulting from the electric double layer effect and the temperature-dependent ion mobility. Here, a skin-inspired printed iontronic bimodal sensor, capable of independently...
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sg-ntu-dr.10356-1819412025-01-10T15:43:46Z Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition He, Qiang Zhou, Zhongliang Swe, Mon Myat Tang, Cindy G. Wang, Yanju Leong, Wei Lin School of Electrical and Electronic Engineering Engineering Physics Iontronic devices Bimodal sensor Iontronic devices manifest significant promise for versatile pressure-temperature sensing due to their substantial capacitance resulting from the electric double layer effect and the temperature-dependent ion mobility. Here, a skin-inspired printed iontronic bimodal sensor, capable of independently capturing pressure and temperature for robotic electronic skin is proposed. Through the elaborate design of the printable sensor electrodes, the decoupled resistance-capacitance dual measurement mode of the iontronic device is realized, which is used to measure temperature and pressure changes respectively. By leveraging the pressure-independent and temperature-dependent resistance changes of the iontronic film, the pressure-related capacitance value of the iontronic device is temperature compensated, with maximum pressure error of 5.1 % in 0–300 kPa pressure range. A bimodal pressure-temperature sensor array for robot electronic skin is further demonstrated, achieving high-precision temperature sensing and accurate pressure detection during various object manipulation as well as demonstrating a high object recognition accuracy rate of 98.3 %. Agency for Science, Technology and Research (A*STAR) Submitted/Accepted version We would like to acknowledge funding support from the Delta-NTU Corporate Lab through the A*STAR IAF-ICP (No. I2201E0013) and Delta Electronics Inc. 2025-01-06T01:46:08Z 2025-01-06T01:46:08Z 2025 Journal Article He, Q., Zhou, Z., Swe, M. M., Tang, C. G., Wang, Y. & Leong, W. L. (2025). Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition. Nano Energy, 134, 110583-. https://dx.doi.org/10.1016/j.nanoen.2024.110583 2211-2855 https://hdl.handle.net/10356/181941 10.1016/j.nanoen.2024.110583 2-s2.0-85212050060 134 110583 en IAF-ICP (No. I2201E0013) Nano Energy © 2024 Elsevier Ltd. All rights reserved. This article may be downloaded for personal use only. Any other use requires prior permission of the copyright holder. The Version of Record is available online at http://doi.org/10.1016/j.nanoen.2024.110583. application/pdf application/pdf |
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Engineering Physics Iontronic devices Bimodal sensor He, Qiang Zhou, Zhongliang Swe, Mon Myat Tang, Cindy G. Wang, Yanju Leong, Wei Lin Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
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Iontronic devices manifest significant promise for versatile pressure-temperature sensing due to their substantial capacitance resulting from the electric double layer effect and the temperature-dependent ion mobility. Here, a skin-inspired printed iontronic bimodal sensor, capable of independently capturing pressure and temperature for robotic electronic skin is proposed. Through the elaborate design of the printable sensor electrodes, the decoupled resistance-capacitance dual measurement mode of the iontronic device is realized, which is used to measure temperature and pressure changes respectively. By leveraging the pressure-independent and temperature-dependent resistance changes of the iontronic film, the pressure-related capacitance value of the iontronic device is temperature compensated, with maximum pressure error of 5.1 % in 0–300 kPa pressure range. A bimodal pressure-temperature sensor array for robot electronic skin is further demonstrated, achieving high-precision temperature sensing and accurate pressure detection during various object manipulation as well as demonstrating a high object recognition accuracy rate of 98.3 %. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering He, Qiang Zhou, Zhongliang Swe, Mon Myat Tang, Cindy G. Wang, Yanju Leong, Wei Lin |
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Article |
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He, Qiang Zhou, Zhongliang Swe, Mon Myat Tang, Cindy G. Wang, Yanju Leong, Wei Lin |
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He, Qiang |
title |
Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
title_short |
Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
title_full |
Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
title_fullStr |
Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
title_full_unstemmed |
Skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
title_sort |
skin-inspired flexible and printed iontronic sensor enables bimodal sensing of robot skin for machine-learning-assisted object recognition |
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2025 |
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https://hdl.handle.net/10356/181941 |
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1821237141974286336 |