Cargando…

A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals

In this study, we describe a technique for estimating meal times using an earphone-type wearable sensor. A small optical sensor composed of a light-emitting diode and phototransistor is inserted into the ear hole of a user and estimates the meal times of the user from the time variations in the amou...

Descripción completa

Detalles Bibliográficos
Autores principales: Taniguchi, Kazuhiro, Chiaki, Hikaru, Kurosawa, Mami, Nishikawa, Atsushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336012/
https://www.ncbi.nlm.nih.gov/pubmed/28134820
http://dx.doi.org/10.3390/s17020252
_version_ 1782512141806338048
author Taniguchi, Kazuhiro
Chiaki, Hikaru
Kurosawa, Mami
Nishikawa, Atsushi
author_facet Taniguchi, Kazuhiro
Chiaki, Hikaru
Kurosawa, Mami
Nishikawa, Atsushi
author_sort Taniguchi, Kazuhiro
collection PubMed
description In this study, we describe a technique for estimating meal times using an earphone-type wearable sensor. A small optical sensor composed of a light-emitting diode and phototransistor is inserted into the ear hole of a user and estimates the meal times of the user from the time variations in the amount of light received. This is achieved by emitting light toward the inside of the ear canal and receiving light reflected back from the ear canal. This proposed technique allowed “meals” to be differentiated from having conversations, sneezing, walking, ascending and descending stairs, operating a computer, and using a smartphone. Conventional devices worn on the head of users and that measure food intake can vibrate during running as the body is jolted more violently than during walking; this can result in the misidentification of running as eating by these devices. To solve this problem, we used two of our sensors simultaneously: one in the left ear and one in the right ear. This was based on our finding that measurements from the left and right ear canals have a strong correlation during running but no correlation during eating. This allows running and eating to be distinguished based on correlation coefficients, which can reduce misidentification. Moreover, by using an optical sensor composed of a semiconductor, a small and lightweight device can be created. This measurement technique can also measure body motion associated with running, and the data obtained from the optical sensor inserted into the ear can be used to support a healthy lifestyle regarding both eating and exercise.
format Online
Article
Text
id pubmed-5336012
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-53360122017-03-16 A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals Taniguchi, Kazuhiro Chiaki, Hikaru Kurosawa, Mami Nishikawa, Atsushi Sensors (Basel) Article In this study, we describe a technique for estimating meal times using an earphone-type wearable sensor. A small optical sensor composed of a light-emitting diode and phototransistor is inserted into the ear hole of a user and estimates the meal times of the user from the time variations in the amount of light received. This is achieved by emitting light toward the inside of the ear canal and receiving light reflected back from the ear canal. This proposed technique allowed “meals” to be differentiated from having conversations, sneezing, walking, ascending and descending stairs, operating a computer, and using a smartphone. Conventional devices worn on the head of users and that measure food intake can vibrate during running as the body is jolted more violently than during walking; this can result in the misidentification of running as eating by these devices. To solve this problem, we used two of our sensors simultaneously: one in the left ear and one in the right ear. This was based on our finding that measurements from the left and right ear canals have a strong correlation during running but no correlation during eating. This allows running and eating to be distinguished based on correlation coefficients, which can reduce misidentification. Moreover, by using an optical sensor composed of a semiconductor, a small and lightweight device can be created. This measurement technique can also measure body motion associated with running, and the data obtained from the optical sensor inserted into the ear can be used to support a healthy lifestyle regarding both eating and exercise. MDPI 2017-01-27 /pmc/articles/PMC5336012/ /pubmed/28134820 http://dx.doi.org/10.3390/s17020252 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Taniguchi, Kazuhiro
Chiaki, Hikaru
Kurosawa, Mami
Nishikawa, Atsushi
A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title_full A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title_fullStr A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title_full_unstemmed A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title_short A Novel Earphone Type Sensor for Measuring Mealtime: Consideration of the Method to Distinguish between Running and Meals
title_sort novel earphone type sensor for measuring mealtime: consideration of the method to distinguish between running and meals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336012/
https://www.ncbi.nlm.nih.gov/pubmed/28134820
http://dx.doi.org/10.3390/s17020252
work_keys_str_mv AT taniguchikazuhiro anovelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT chiakihikaru anovelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT kurosawamami anovelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT nishikawaatsushi anovelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT taniguchikazuhiro novelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT chiakihikaru novelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT kurosawamami novelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals
AT nishikawaatsushi novelearphonetypesensorformeasuringmealtimeconsiderationofthemethodtodistinguishbetweenrunningandmeals