Quantifying Tactile Perception of Fabrics Using Both Frictional and Acoustic Methods

Skin friction underpins tactile perception of formulated products, such as cosmetics, fabric softeners, and surface coatings, that are designed to deliver satisfactory tactile sensory properties. Establishing the correlation between the tribological properties of skin contacts and tactile perception is therefore critical. We have developed a novel approach to acquire the acoustic emission (AE) signal generated by human finger sliding against fabric and non-fabric substrates, whilst capturing its frictional characteristics with a force plate. Principal Component Analysis was deployed to construct clusters formed for each material based on the sensory evaluation, and to establish the correlation between frictional and acoustic emission data. Our results show that the planar solid substrates could be discriminated solely based on the friction results, whilst the fabric materials were not significantly discriminated by the Coefficient of Friction values. However, AE was able to differentiate the fabric substrates successfully, and therefore evidences a promising potential to provide complementary information on tactile perception whilst being versatile enough as a standalone method.

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Publication Details

Journal
Tribology Letters
Published
2026-01-14
DOI
https://doi.org/10.1007/s11249-026-02107-2
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.00

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article

Quantifying Tactile Perception of Fabrics Using Both Frictional and Acoustic Methods

Alberto Martínez, Tuğçe Çaykara, Zhenyu J. Zhang, Daniel Ingo Hefft et al.
Tribology Letters
Advanced Sensor and Energy Harvesting Materials
article

Quantifying Tactile Perception of Fabrics Using Both Frictional and Acoustic Methods

Alberto Martínez, Tuğçe Çaykara, Zhenyu J. Zhang, Daniel Ingo Hefft, Laure Kyriazis
article en

Abstract

Skin friction underpins tactile perception of formulated products, such as cosmetics, fabric softeners, and surface coatings, that are designed to deliver satisfactory tactile sensory properties. Establishing the correlation between the tribological properties of skin contacts and tactile perception is therefore critical. We have developed a novel approach to acquire the acoustic emission (AE) signal generated by human finger sliding against fabric and non-fabric substrates, whilst capturing its frictional characteristics with a force plate. Principal Component Analysis was deployed to construct clusters formed for each material based on the sensory evaluation, and to establish the correlation between frictional and acoustic emission data. Our results show that the planar solid substrates could be discriminated solely based on the friction results, whilst the fabric materials were not significantly discriminated by the Coefficient of Friction values. However, AE was able to differentiate the fabric substrates successfully, and therefore evidences a promising potential to provide complementary information on tactile perception whilst being versatile enough as a standalone method.

Tribology LettersVol. 74(1)
Procter & Gamble (Belgium) (BE), University of Birmingham (GB)
Royal Academy of Engineering, Engineering and Physical Sciences Research Council
Reduced inequalities
Openalex Percentile: Top 89%
Advanced Sensor and Energy Harvesting Materials
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