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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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%. |
format | Online Article Text |
id | pubmed-9784324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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