Evidence map›Paper›PMID 41947806›Full record

ArticleHardwareX2026

Design of a miniature sensing module for pressure mapping in functionality hydrogel using programmable system-on-chip.

Zhuwen Xu, Yin Zhang, Zeyu Liu, Xingqi Lu, Runhuai Yang, Shengzhao Zhang

Abstract read
In one paragraph

Article in HardwareX, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Zhuwen XuSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Yin ZhangSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Zeyu LiuSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Xingqi LuSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Runhuai YangSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.
Shengzhao ZhangSchool of Biomedical Engineering, Anhui Medical University, Hefei 230032, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flexible tactile sensors show great promise in mimicking human skin to achieve tactile perception. However, their practical implementation still faces key technical challenges, including device miniaturization, high-sensitivity detection, and suppression of signal crosstalk. In this work, we propose a micro multi-channel pressure collection and monitoring system for functional hydrogels, which integrates a sensor electrode array with a downsized multi-channel acquisition module for efficient pressure sensing. The hydrogel material was combined with the electrode array to form the sensing units. To address the influence of different array structures on the integrity of the hydrogel, an independent array design is adopted to reduce interference from redundant conductive pathways. The array is downscaled to a 4 × 4 structure with a size of 1.8 cm × 1.8 cm. The system employs a conversion circuit to provide alternating current excitation, which helps mitigate electrochemical corrosion caused by redox reactions between the hydrogel and metal electrodes. The system consists of a programmable system-on-chip (PSoC) and a multiplexer, enabling multi-pixel tactile array measurement while minimizing the use of additional components. The acquisition circuit is compact, with dimensions of only 2.3 cm × 3.0 cm. The array characteristics were validated by testing individual pixel elements, and experiments such as pressing concave and convex letter patterns as well as vascular structure detection were conducted, with vascular structures successfully displayed on the interface. This system enables real-time tactile measurement through touch, demonstrating significant potential in applications such as human-machine interaction and electronic skin.

Indexed as

MiniaturizationMulti-channel acquisition systemProgrammable system-on-chipSquare ring array

Identifiers

PMID41947806
PMCPMC13052081

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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.