Evidence map›Paper›PMID 39685429›Full record

ArticleMaterials (Basel, Switzerland)2024

Multifunctional Sensor Array for User Interaction Based on Dielectric Elastomers with Sputtered Metal Electrodes.

Sebastian Gratz-Kelly, Mario Cerino, Daniel Philippi, Dirk Göttel, Sophie Nalbach, Jonas Hubertus, Günter Schultes, John Heppe, Paul Motzki

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2024. 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

9 authors.

Sebastian Gratz-KellySmart Material Systems, ZeMA-Center for Mechatronics and Automation Technology, 66121 Saarbruecken, Germany.ORCID 0009-0001-8793-3748
Mario CerinoSensors and Thin Film Group, University of Applied Sciences, 66117 Saarbruecken, Germany.
Daniel PhilippiDepartment of Systems Engineering, Saarland University, 66123 Saarbruecken, Germany.
Dirk GöttelSmart Material Systems, ZeMA-Center for Mechatronics and Automation Technology, 66121 Saarbruecken, Germany.
Sophie NalbachSmart Material Systems, ZeMA-Center for Mechatronics and Automation Technology, 66121 Saarbruecken, Germany.
Jonas HubertusSensors and Thin Film Group, University of Applied Sciences, 66117 Saarbruecken, Germany.
Günter SchultesSensors and Thin Film Group, University of Applied Sciences, 66117 Saarbruecken, Germany.
John HeppeSensors and Thin Film Group, University of Applied Sciences, 66117 Saarbruecken, Germany.
Paul MotzkiSmart Material Systems, ZeMA-Center for Mechatronics and Automation Technology, 66121 Saarbruecken, Germany.ORCID 0000-0001-9903-2018

Funding

European regional development fund iSmat
6 · The paper itself

Abstract

The integration of textile-based sensing and actuation elements has become increasingly important across various fields, driven by the growing demand for smart textiles in healthcare, sports, and wearable electronics. This paper presents the development of a small, smart dielectric elastomer (DE)-based sensing array designed for user control input in applications such as human-machine interaction, virtual object manipulation, and robotics. DE-based sensors are ideal for textile integration due to their flexibility, lightweight nature, and ability to seamlessly conform to surfaces without compromising comfort. By embedding these sensors into textiles, continuous user interaction can be achieved, providing a more intuitive and unobtrusive user experience. The design of this DE array draws inspiration from a flexible and wearable version of a touchpad, which can be incorporated into clothing or accessories. Integrated advanced machine learning algorithms enhance the sensing system by improving resolution and enabling pattern recognition, reaching a prediction performance of at least 80. Additionally, the array's electrodes are fabricated using a novel sputtering technique for low resistance as well as high geometric flexibility and size reducibility. A new crimping method is also introduced to ensure a reliable connection between the sensing array and the custom electronics. The advantages of the presented design, data evaluation, and manufacturing process comprise a reduced structure size, the flexible adaptability of the system to the respective application, reliable pattern recognition, reduced sensor and line resistance, the adaptability of mechanical force sensitivity, and the integration of electronics. This research highlights the potential for innovative, highly integrated textile-based sensors in various practical applications.

Indexed as

crimped dielectric elastomerdielectric elastomersdielectric elastomer sensing arrayhuman–machine interactionpattern recognitiontextile-integrated sensorthin-film electrodes

Identifiers

PMID39685429
PMCPMC11643587

What OpenQuestion holds

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LicenceCC BY
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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.