journal article·2025-10Open access

Scalable Fabrication of Uniform Fast‐Response Humidity Field Sensing Array for Respiration Recognition and Contactless Human‐Machine Interaction

Zhicheng Zhang, Jianye Li, Huizhi Chen, Hao Wang, Yibing Luo, Ranzi Si, Ruijie Xie, Kai Tao, Bo‐Ru Yang, Daohui Zhang, Fei Liu, Fengwei Huo, Jin Wu

Advanced Functional Materials· Volume 35· Issue 41

Abstract

Abstract In the wake of the COVID‐19 pandemic, there is an increased demand for humidity sensors that can accurately detect targets without direct contact, driving advancements in contactless human‐machine interaction (HMI) and non‐invasive medical diagnostics. However, it is difficult for traditional individual sensors to accurately acquire humidity field information for reliable HMI. Here, an ionogel film‐based flexible and fast‐response humidity field sensing array is developed via a scalable, efficient, and modified spin‐coating‐based fabrication strategy for accurate detection of humidity distribution. By optimizing the structure and constitution of the hydrophobic ionogel films, the sensors display ultrafast response and recovery time (0.65/0.85 s), a broad detection range (11‐98% RH), long‐term stability (120 days), excellent repeatability, flexibility, and environmental tolerances. Thanks to the one‐time scalable fabrication, the sensing units in the array exhibit superior uniformity, as the device‐to‐device deviation is reduced to one‐ninth compared to traditional multi‐batch fabrication methods. With the aid of machine learning algorithms, this humidity sensing array realizes not only the accurate identification of various subtle breath abnormalities (e.g., oral breathing, apnea, left and right nasal congestions) by conformally attaching to wearable masks, but also the precise contactless HMI applications (e.g., anti‐interference gesture recognition and wireless control of intelligent executive terminals).
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Bluetooth and Wireless Communication Technologies · Non-Invasive Vital Sign Monitoring

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

Affiliations

State Key Laboratory of Optoelectronic Materials and Technologies and the Guangdong Province Key Laboratory of Display Material and Technology School of Electronics and Information Technology Sun Yat‐sen University Guangzhou 510275 China

State Key Laboratory of Robotics Shenyang Institute of Automation Chinese Academy of Sciences Shenyang China

State Key Laboratory of Transducer Technology Shanghai 200050 China

Dongguan Key Laboratory of Advanced Drug Delivery and Biosensing Research and Development School of Pharmacy and Dongguan Innovation Institute Guangdong Medical University Dongguan 523808 China

Institute of Flexible Electronics (IFE Future Technologies) Xiang'an Campus Xiamen University Xiang'an South Road Xiamen Fujian 361102 China

Ministry of Education Key Laboratory of Micro and Nano Systems for Aerospace, School of Mechanical Engineering Northwestern Polytechnical University Xi'an 710072 China

Funding

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

References (64)

Show source-provided references
1. 10.1126/science.abe759110.1126/science.abe7591 ↗
2. 10.1038/s41574-021-00526-w10.1038/s41574-021-00526-w ↗
3. 10.1038/s41467-019-12303-510.1038/s41467-019-12303-5 ↗
4. 10.1002/adma.20220435510.1002/adma.202204355 ↗
5. 10.1016/j.cej.2024.15444110.1016/j.cej.2024.154441 ↗
6. 10.1002/adfm.20230372310.1002/adfm.202303723 ↗
7. 10.1038/s41467-023-40953-z10.1038/s41467-023-40953-z ↗
8. 10.1002/adfm.20250219610.1002/adfm.202502196 ↗
9. 10.1038/s41467-022-29197-510.1038/s41467-022-29197-5 ↗
10. 10.1109/JSEN.2020.300458110.1109/JSEN.2020.3004581 ↗
11. 10.1002/adfm.20220827110.1002/adfm.202208271 ↗
12. 10.1002/adfm.20210108910.1002/adfm.202101089 ↗
13. 10.1038/s41528-023-00290-z10.1038/s41528-023-00290-z ↗
14. 10.1002/adma.20210021810.1002/adma.202100218 ↗
15. 10.1038/s41467-024-46071-810.1038/s41467-024-46071-8 ↗
16. 10.1016/j.cej.2024.14963310.1016/j.cej.2024.149633 ↗
17. 10.1016/j.snb.2021.13021910.1016/j.snb.2021.130219 ↗
18. 10.1016/j.cej.2023.14458210.1016/j.cej.2023.144582 ↗
19. 10.1002/adma.20231262110.1002/adma.202312621 ↗
20. 10.1038/s41467-022-33133-y10.1038/s41467-022-33133-y ↗
21. 10.1021/acsnano.3c0901810.1021/acsnano.3c09018 ↗
22. 10.1016/j.snb.2021.13081610.1016/j.snb.2021.130816 ↗
23. 10.1016/j.snb.2019.12708410.1016/j.snb.2019.127084 ↗
24. 10.1016/j.nanoen.2024.10944510.1016/j.nanoen.2024.109445 ↗
25. 10.1016/j.nanoen.2022.10754910.1016/j.nanoen.2022.107549 ↗
26. 10.1016/j.snb.2022.13273110.1016/j.snb.2022.132731 ↗
27. 10.1002/adfm.20240285310.1002/adfm.202402853 ↗
28. 10.1021/acsami.9b0570910.1021/acsami.9b05709 ↗
29. 10.1002/adma.20230442010.1002/adma.202304420 ↗
30. 10.1002/smm2.114710.1002/smm2.1147 ↗
31. 10.1007/s40820-022-00934-110.1007/s40820-022-00934-1 ↗
32. 10.1007/s40820-024-01466-610.1007/s40820-024-01466-6 ↗
33. 10.1002/adfm.20231633910.1002/adfm.202316339 ↗
34. 10.1016/j.joule.2017.08.01210.1016/j.joule.2017.08.012 ↗
35. 10.1038/s41563-022-01195-410.1038/s41563-022-01195-4 ↗
36. 10.1002/aenm.20200213510.1002/aenm.202002135 ↗
37. 10.1002/adma.20230138310.1002/adma.202301383 ↗
38. 10.1038/s41467-024-50797-w10.1038/s41467-024-50797-w ↗
39. 10.1016/j.cej.2021.13041810.1016/j.cej.2021.130418 ↗
40. 10.1002/smll.20230584810.1002/smll.202305848 ↗
41. 10.1016/j.cej.2024.15047210.1016/j.cej.2024.150472 ↗
42. 10.1109/JSEN.2022.317914610.1109/JSEN.2022.3179146 ↗
43. 10.1002/aenm.20190108510.1002/aenm.201901085 ↗
44. 10.1016/j.jpowsour.2009.06.08810.1016/j.jpowsour.2009.06.088 ↗
45. 10.1002/smll.20190594510.1002/smll.201905945 ↗
46. 10.1002/adma.20241466310.1002/adma.202414663 ↗
47. 10.1002/aenm.20180276810.1002/aenm.201802768 ↗
48. 10.1016/j.snb.2015.08.00410.1016/j.snb.2015.08.004 ↗
49. 10.1021/jp064134w10.1021/jp064134w ↗
50. 10.1016/j.snb.2015.02.01710.1016/j.snb.2015.02.017 ↗
51. 10.1002/anie.20151180510.1002/anie.201511805 ↗
52. 10.1002/adfm.20180869510.1002/adfm.201808695 ↗
53. 10.1021/acsami.1c2091810.1021/acsami.1c20918 ↗
54. 10.1002/adma.20170592510.1002/adma.201705925 ↗
55. 10.1002/adfm.20190454910.1002/adfm.201904549 ↗
56. 10.1021/acsami.6b1244810.1021/acsami.6b12448 ↗
57. 10.1002/adma.20220025210.1002/adma.202200252 ↗
58. 10.1002/adfm.20240434810.1002/adfm.202404348 ↗
59. 10.1016/j.nanoen.2021.10674810.1016/j.nanoen.2021.106748 ↗
60. Hopkins C. · J. Med. · 2019 · 381 · 55
61. 10.1111/all.1304210.1111/all.13042 ↗
62. 10.1002/adfm.20241648210.1002/adfm.202416482 ↗
63. 10.1039/D1MH01871J10.1039/D1MH01871J ↗
64. 10.1002/adma.20230986810.1002/adma.202309868 ↗