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Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates

A touch interface is an important technology used in many devices, including touch panels in smartphones. Many touch panels only detect the contact position. If devices can detect shear force in addition to the contact position, various touch interactions are possible. We propose a two-step recognit...

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Detalles Bibliográficos
Autores principales: Watanabe, Hiroki, Sasaki, Kaito, Terada, Tsutomu, Tsukamoto, Masahiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784324/
https://www.ncbi.nlm.nih.gov/pubmed/36560320
http://dx.doi.org/10.3390/s22249951
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author Watanabe, Hiroki
Sasaki, Kaito
Terada, Tsutomu
Tsukamoto, Masahiko
author_facet Watanabe, Hiroki
Sasaki, Kaito
Terada, Tsutomu
Tsukamoto, Masahiko
author_sort Watanabe, Hiroki
collection PubMed
description A touch interface is an important technology used in many devices, including touch panels in smartphones. Many touch panels only detect the contact position. If devices can detect shear force in addition to the contact position, various touch interactions are possible. We propose a two-step recognition method for recognizing the pressing position and shear force using active acoustic sensing, which transmits acoustic signals to an object and recognizes the state of the object by analyzing its response. Specifically, we attach a contact speaker transmitting an ultrasonic sweep signal and a contact microphone receiving ultrasonic waves to a plate of gel. The propagation characteristics of ultrasonic waves differ due to changes in the shape of the gel caused by the user’s actions on the gel. This system recognizes the pressing position and shear force on the basis of the difference in acoustic characteristics. An evaluation of our method involving a user-independent model confirmed that four pressing positions were recognized with an F1 score of 85.4%, and four shear-force directions were recognized with an F1 score of 69.4%.
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spelling pubmed-97843242022-12-24 Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates Watanabe, Hiroki Sasaki, Kaito Terada, Tsutomu Tsukamoto, Masahiko Sensors (Basel) Communication A touch interface is an important technology used in many devices, including touch panels in smartphones. Many touch panels only detect the contact position. If devices can detect shear force in addition to the contact position, various touch interactions are possible. We propose a two-step recognition method for recognizing the pressing position and shear force using active acoustic sensing, which transmits acoustic signals to an object and recognizes the state of the object by analyzing its response. Specifically, we attach a contact speaker transmitting an ultrasonic sweep signal and a contact microphone receiving ultrasonic waves to a plate of gel. The propagation characteristics of ultrasonic waves differ due to changes in the shape of the gel caused by the user’s actions on the gel. This system recognizes the pressing position and shear force on the basis of the difference in acoustic characteristics. An evaluation of our method involving a user-independent model confirmed that four pressing positions were recognized with an F1 score of 85.4%, and four shear-force directions were recognized with an F1 score of 69.4%. MDPI 2022-12-16 /pmc/articles/PMC9784324/ /pubmed/36560320 http://dx.doi.org/10.3390/s22249951 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Watanabe, Hiroki
Sasaki, Kaito
Terada, Tsutomu
Tsukamoto, Masahiko
Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title_full Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title_fullStr Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title_full_unstemmed Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title_short Method for Recognizing Pressing Position and Shear Force Using Active Acoustic Sensing on Gel Plates
title_sort method for recognizing pressing position and shear force using active acoustic sensing on gel plates
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784324/
https://www.ncbi.nlm.nih.gov/pubmed/36560320
http://dx.doi.org/10.3390/s22249951
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