journal article·2024-04-03Open access

Industrially Scalable Textile Sensing Interfaces for Extended Artificial Tactile and Human Motion Monitoring without Compromising Comfort

Fameng Wang, Haoyun Li, Pengpeng Hu, Yudong Wang, Fuwang Guan, Xuzhong Su, Mohammad Irfan Iqbal, Fengxin Sun

ACS Applied Materials & Interfaces· Volume 16· Issue 13

Abstract

Smart wearables with the capability for continuous monitoring, perceiving, and understanding human tactile and motion signals, while ensuring comfort, are highly sought after for intelligent healthcare and smart life systems. However, concurrently achieving high-performance tactile sensing, long-lasting wearing comfort, and industrialized fabrication by a low-cost strategy remains a great challenge. This is primarily due to critical research gaps in novel textile structure design for seamless integration with sensing elements. Here, an all-in-one biaxial insertion knit architecture is reported to topologically integrate sensing units within double-knit loops for the fabrication of a large-scale tactile sensing textile by using low-cost industrial manufacturing routes. High sensitivity, stability, and low hysteresis of arrayed sensing units are achieved through engineering of fractal structures of hierarchically patterned piezoresistive yarns via blistering and twisting processing. The as-prepared tactile sensing textiles show desirable sensing performance and robust mechanical property, while ensuring excellent conformability, tailorability, breathability (288 mm s –1 ), and moisture permeability (3591 g m –2 per day) for minimizing the effect on wearing comfort. The multifunctional applications of tactile sensing textiles are demonstrated in continuously monitoring human motions, tactile interactions with the environment, and recognizing biometric gait. Moreover, we also demonstrate that machine learning-assisted sensing textiles can accurately predict body postures, which holds great promise in advancing the development of personalized healthcare robotics, prosthetics, and intelligent interaction devices.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Tactile and Sensory Interactions · Interactive and Immersive Displays

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Key Laboratory of Eco-textiles of Ministry of Education, Jiangnan University, Wuxi 214122, China

Centre for Computer Science and Mathematical Modelling, Coventry University, Coventry CV1 5FB, U.K.

College of Biological and Chemical Engineering, Guangxi University of Science & Technology, Liuzhou 545006, China

College of Textiles and Apparel, Quanzhou Normal University, Quanzhou 362000, China

Department of Civil, Architectural and Environmental Engineering, Drexel University, Philadelphia, Pennsylvania 19104, United States

Laboratory of Soft FibrousMaterials, Jiangnan University, Wuxi 214122, China

Funding

National Key Research and Development Program of China · China Postdoctoral Science Foundation · National Natural Science Foundation of China

References (44)

Show source-provided references
1. 10.1021/acs.chemrev.1c0050210.1021/acs.chemrev.1c00502 ↗
2. 10.1038/nnano.2014.3810.1038/nnano.2014.38 ↗
3. 10.1002/adhm.20200102310.1002/adhm.202001023 ↗
4. 10.1002/adma.20210935710.1002/adma.202109357 ↗
5. 10.1038/s41528-022-00177-510.1038/s41528-022-00177-5 ↗
6. 10.1002/adfm.20200893610.1002/adfm.202008936 ↗
7. 10.1002/adma.20190821410.1002/adma.201908214 ↗
8. 10.1126/science.118238310.1126/science.1182383 ↗
9. 10.1021/acsnano.0c0784710.1021/acsnano.0c07847 ↗
10. 10.1002/advs.20230392210.1002/advs.202303922 ↗
11. 10.1002/admt.20220060910.1002/admt.202200609 ↗
12. 10.1021/acsami.9b0265910.1021/acsami.9b02659 ↗
13. 10.1002/adfm.20190248410.1002/adfm.201902484 ↗
14. 10.1038/s41528-022-00191-710.1038/s41528-022-00191-7 ↗
15. 10.1002/adma.20220247810.1002/adma.202202478 ↗
16. 10.1002/adma.20230459610.1002/adma.202304596 ↗
17. 10.1038/s41586-021-04053-610.1038/s41586-021-04053-6 ↗
18. 10.1126/science.abc973510.1126/science.abc9735 ↗
19. 10.1038/nmat338010.1038/nmat3380 ↗
20. 10.1016/j.nanoen.2016.02.01210.1016/j.nanoen.2016.02.012 ↗
21. 10.1038/nmat467110.1038/nmat4671 ↗
22. 10.1002/advs.20210573810.1002/advs.202105738 ↗
23. 10.1002/adma.20230162710.1002/adma.202301627 ↗
24. 10.1098/rspa.2022.014910.1098/rspa.2022.0149 ↗
25. 10.1016/j.jmps.2015.04.01610.1016/j.jmps.2015.04.016 ↗
26. 10.1002/adem.20210046910.1002/adem.202100469 ↗
27. 10.1016/j.nanoen.2023.10889810.1016/j.nanoen.2023.108898 ↗
28. 10.1021/acsami.3c0902910.1021/acsami.3c09029 ↗
29. 10.1002/adma.20210431310.1002/adma.202104313 ↗
30. 10.1002/adfm.20190248410.1002/adfm.201902484 ↗
31. 10.1002/adfm.20220821610.1002/adfm.202208216 ↗
32. 10.1038/s41467-024-44751-z10.1038/s41467-024-44751-z ↗
33. 10.1002/adma.20190195810.1002/adma.201901958 ↗
34. 10.1002/adfm.20221035110.1002/adfm.202210351 ↗
35. 10.1038/s41928-022-00723-z10.1038/s41928-022-00723-z ↗
36. 10.1002/adma.20150000910.1002/adma.201500009 ↗
37. 10.3389/felec.2020.59400310.3389/felec.2020.594003 ↗
38. 10.1038/s41467-022-28760-410.1038/s41467-022-28760-4 ↗
39. 10.1002/admt.20180033810.1002/admt.201800338 ↗
40. 10.1002/adma.20200190310.1002/adma.202001903 ↗
41. 10.1038/s41928-021-00558-010.1038/s41928-021-00558-0 ↗
42. 10.1007/s12221-015-1395-910.1007/s12221-015-1395-9 ↗
43. 10.1109/TIM.2021.306059510.1109/TIM.2021.3060595 ↗
44. 10.1002/adfm.20200503310.1002/adfm.202005033 ↗