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Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study

BACKGROUND: The rise in single-person households has resulted in social problems like loneliness and isolation, commonly known as “death by loneliness.” Various factors contribute to this increase, including a desire for independent living and communication challenges within families due to societal...

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Autores principales: Kim, Hyunsoo, Jang, Seong Jin, Lee, Hee Dong, Ko, Jae Hoon, Lim, Jee Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442732/
https://www.ncbi.nlm.nih.gov/pubmed/37548993
http://dx.doi.org/10.2196/47325
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author Kim, Hyunsoo
Jang, Seong Jin
Lee, Hee Dong
Ko, Jae Hoon
Lim, Jee Young
author_facet Kim, Hyunsoo
Jang, Seong Jin
Lee, Hee Dong
Ko, Jae Hoon
Lim, Jee Young
author_sort Kim, Hyunsoo
collection PubMed
description BACKGROUND: The rise in single-person households has resulted in social problems like loneliness and isolation, commonly known as “death by loneliness.” Various factors contribute to this increase, including a desire for independent living and communication challenges within families due to societal changes. Older individuals living alone are particularly susceptible to loneliness and isolation due to limited family communication and a lack of social activities. Addressing these issues is crucial, and proactive solutions are needed. It is important to explore diverse measures to tackle the challenges of single-person households and prevent deaths due to loneliness in our society. OBJECTIVE: Non–face-to-face health care service systems have gained widespread interest owing to the rapid development of smart home technology. Particularly, a health monitoring system must be developed to manage patients’ health status and send alerts for dangerous situations based on their activity. Therefore, in this study, we present a novel health monitoring system based on the auto-mapping method, which uses real-time position sensing mats. METHODS: The smart floor mats are operated as piezo-resistive devices, which are composed of a carbon nanotube–based conductive textile, electrodes, main processor circuit, and a mat. The developed smart floor system acquires real-time position information using a multiconnection method between the modules based on the auto-mapping algorithm, which automatically creates a spatial map. The auto-mapping algorithm allows the user to freely set various activity areas through floor mapping. Then, the monitoring system was evaluated in a room with an area of 41.3 m(2), which is embedded with the manufactured floor mats and monitoring application. RESULTS: This monitoring system automatically acquires information on the total number, location, and direction of the mats and creates a spatial map. The position sensing mats can be easily configured with a simple structure by using a carbon nanotube–based piezo-resistive textile. The mats detect the activity in real time and record location information since they are connected through auto-mapping technology. CONCLUSIONS: This system allows for the analysis of patients’ behavior patterns and the management of health care on the web by providing important basic information for activity patterns in the monitoring system. The proposed smart floor system can serve as the foundation for smart home applications in the future, which include health care, intelligent automation, and home security, owing to its advantages of low cost, large area, and high reliability.
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spelling pubmed-104427322023-08-23 Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study Kim, Hyunsoo Jang, Seong Jin Lee, Hee Dong Ko, Jae Hoon Lim, Jee Young JMIR Form Res Original Paper BACKGROUND: The rise in single-person households has resulted in social problems like loneliness and isolation, commonly known as “death by loneliness.” Various factors contribute to this increase, including a desire for independent living and communication challenges within families due to societal changes. Older individuals living alone are particularly susceptible to loneliness and isolation due to limited family communication and a lack of social activities. Addressing these issues is crucial, and proactive solutions are needed. It is important to explore diverse measures to tackle the challenges of single-person households and prevent deaths due to loneliness in our society. OBJECTIVE: Non–face-to-face health care service systems have gained widespread interest owing to the rapid development of smart home technology. Particularly, a health monitoring system must be developed to manage patients’ health status and send alerts for dangerous situations based on their activity. Therefore, in this study, we present a novel health monitoring system based on the auto-mapping method, which uses real-time position sensing mats. METHODS: The smart floor mats are operated as piezo-resistive devices, which are composed of a carbon nanotube–based conductive textile, electrodes, main processor circuit, and a mat. The developed smart floor system acquires real-time position information using a multiconnection method between the modules based on the auto-mapping algorithm, which automatically creates a spatial map. The auto-mapping algorithm allows the user to freely set various activity areas through floor mapping. Then, the monitoring system was evaluated in a room with an area of 41.3 m(2), which is embedded with the manufactured floor mats and monitoring application. RESULTS: This monitoring system automatically acquires information on the total number, location, and direction of the mats and creates a spatial map. The position sensing mats can be easily configured with a simple structure by using a carbon nanotube–based piezo-resistive textile. The mats detect the activity in real time and record location information since they are connected through auto-mapping technology. CONCLUSIONS: This system allows for the analysis of patients’ behavior patterns and the management of health care on the web by providing important basic information for activity patterns in the monitoring system. The proposed smart floor system can serve as the foundation for smart home applications in the future, which include health care, intelligent automation, and home security, owing to its advantages of low cost, large area, and high reliability. JMIR Publications 2023-08-07 /pmc/articles/PMC10442732/ /pubmed/37548993 http://dx.doi.org/10.2196/47325 Text en ©Hyunsoo Kim, Seong Jin Jang, Hee Dong Lee, Jae Hoon Ko, Jee Young Lim. Originally published in JMIR Formative Research (https://formative.jmir.org), 07.08.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on https://formative.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
Kim, Hyunsoo
Jang, Seong Jin
Lee, Hee Dong
Ko, Jae Hoon
Lim, Jee Young
Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title_full Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title_fullStr Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title_full_unstemmed Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title_short Smart Floor Mats for a Health Monitoring System Based on Textile Pressure Sensing: Development and Usability Study
title_sort smart floor mats for a health monitoring system based on textile pressure sensing: development and usability study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442732/
https://www.ncbi.nlm.nih.gov/pubmed/37548993
http://dx.doi.org/10.2196/47325
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