Evidence map›Paper›PMID 42559679›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Large-Area Noise-Resilient Multiplexing Triboelectric Biomechanical Sensing on Clothing for High-Precision Full-Body Motion Capture in Wearables.

Beibei Shao, Ming-Han Lu, Wei-Chen Peng, Wei-Chun Yang, Yi-Ting Chen, Jiun-Wei Fong, Tzu-Ching Lu, Tai-Chen Wu, Zhi-Xian Yan, Kai-Yuan Hsiao and 5 more

Abstract read
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In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Beibei ShaoState Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano & Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu, People's Republic of China.
Ming-Han LuDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Wei-Chen PengDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Wei-Chun YangDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Yi-Ting ChenDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Jiun-Wei FongDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Tzu-Ching LuDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Tai-Chen WuDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Zhi-Xian YanDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Kai-Yuan HsiaoDepartment of Materials Science and Engineering, National Tsing Hua University, Hsinchu, Taiwan.
Jiann-Yeu ChenInnovation and Development Center of Sustainable Agriculture, i-Center for Advanced Science and Technology, National Chung Hsing University, Taichung City, Taiwan.
Ming-Yen LuDepartment of Materials Science and Engineering, National Tsing Hua University, Hsinchu, Taiwan.ORCID https://orcid.org/0000-0003-1788-1425
Heng-Jui LiuDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.
Ruiyuan LiuCollege of Energy, Jiangsu Key Laboratory of Advanced Negative Carbon Technologies, Soochow University, Suzhou, People's Republic of China.ORCID https://orcid.org/0000-0002-1678-3500
Ying-Chih LaiDepartment of Materials Science and Engineering, National Chung Hsing University, Taichung City, Taiwan.ORCID https://orcid.org/0000-0003-4377-3313

Funding

2025 Independent Research Project of the Jiangsu Provincial Key Laboratory of Carbon-Based Functional Materials and Devices for High-Tech Research ZZ2506Collaborative Innovation Center of Suzhou Nano Science and Technology"Innovation and Development Center of Sustainable Agriculture" from The Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education (MOE) in TaiwanNational Natural Science Foundation of China 22408248National Natural Science Foundation of China 52103306National Science and Technology Council, Taiwan 114-2112-M-005-002National Science and Technology Council, Taiwan 114-2628-E-005-002
6 · The paper itself

Abstract

Full-body motion capture is vital for next-generation wearables in virtual reality, the metaverse, and healthcare. However, current systems struggle to scale beyond localized sensing due to severe signal interference, power issues, and lack of scalable and stretchable sensing technology. Here, we develop a large-area noise-resilient multiplexed triboelectric sensing garment enabling active and high-precision full-body motion tracking. A multilayer architecture that applies shielding on both the sensing units and serpentine circuits largely suppresses signal misrecognition to 0.13%, attenuates electromagnetic noise by 57 dB, and raises threshold force to >1.5 N. Complementarily, the hybrid design of SnS

Indexed as

full‐body motion capturegraphite‐like carbonized textilesshielding layerSnS2 nanoflowerstriboelectric sensing garment

Identifiers

PMID42559679
PMCPMC13445311

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.