A Simplified Physical Model for the Sensitivity-Pressure Relationship in Textile-Based Piezoresistive Sensors.

Kai Shi, Yanan Tao, Xuechun Xu, Zhehao Xiong, Jianjun Shi, Ying Guo

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 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.

Kai ShiCollege of Physics, Donghua University, Shanghai 201620, China.

Yanan TaoCollege of Physics, Donghua University, Shanghai 201620, China.

Xuechun XuCollege of Textiles, Donghua University, Shanghai 201620, China.

Zhehao XiongCollege of Physics, Donghua University, Shanghai 201620, China.

Jianjun ShiState Key Laboratory of Surface Physics, Fudan University, Shanghai 200438, China.

Ying GuoCollege of Physics, Donghua University, Shanghai 201620, China.

Funding

the National Natural Science Foundation of China 12175036 and 12475259

6 · The paper itself

Abstract

Textile-based flexible pressure sensors have attracted considerable attention in wearable sensing applications due to their good comfort and mechanical compatibility. However, their sensitivity usually exhibits a nonlinear dependence on pressure, while a compact analytical framework with interpretable physical parameters is still lacking. In this work, a simplified physical model based on lumped effective parameters was established based on the evolution of fiber-conductive particle contacts, and an expression describing the sensitivity-pressure relationship was derived. The model indicates that the sensitivity is mainly governed by an electrical parameter

Indexed as

flexible pressure sensorphysical modelpiezoresistive effectstructure–property relationshiptextile-based sensor

Identifiers

PMID42197890

DOI10.3390/s26103081

PMCPMC13210774

What OpenQuestion holds

Textmetadata

LicenceCC BY

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.