On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways

Kenichi Matsunaga, Takayuki Ogasawara, Junichi Kodate, Masahiko Mukaino, Eiichi Saitoh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a hands-free monitoring system for rehabilitation patients that uses wireless gateways to fully cover the floor of an inpatient ward. For stroke rehabilitation, 24-hour monitoring is recommended. Low-power wireless such as Bluetooth Low Energy (BLE) is suitable for this purpose because of its long battery life. However, most systems require smartphones or tablet computers to acquire patient data due to BLE's short communication range. Instead of using smartphones, we installed around fifty BLE gateways to implement a hands-free data acquisition system. The system was evaluated both quantitatively and qualitatively. The data acquisition rate of the system was found to be over 90% through 24-hour patient monitoring, which is almost the same as that for systems using smartphones. Questionnaires about usability administered to both medical staff and patients suggested that they felt the smartphone-less system was more comfortable than the smartphone system. These results suggest the possibility of using such a distributed data acquisition system in real medical wards and its benefits.

Original languageEnglish
Title of host publication2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3195-3198
Number of pages4
ISBN (Electronic)9781538613115
DOIs
Publication statusPublished - 07-2019
Event41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019 - Berlin, Germany
Duration: 23-07-201927-07-2019

Publication series

NameProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (Print)1557-170X

Conference

Conference41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019
CountryGermany
CityBerlin
Period23-07-1927-07-19

Fingerprint

Patient monitoring
Computer Communication Networks
Smartphones
Physiologic Monitoring
Patient rehabilitation
Rehabilitation
Data acquisition
Bluetooth
Information Systems
Hand
Handheld Computers
Gateways (computer networks)
Monitoring
Medical Staff
Inpatients
Communication
Smartphone

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Health Informatics

Cite this

Matsunaga, K., Ogasawara, T., Kodate, J., Mukaino, M., & Saitoh, E. (2019). On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019 (pp. 3195-3198). [8856963] (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2019.8856963
Matsunaga, Kenichi ; Ogasawara, Takayuki ; Kodate, Junichi ; Mukaino, Masahiko ; Saitoh, Eiichi. / On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 3195-3198 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).
@inproceedings{8f31a9e5cadb407683354d80391de5ab,
title = "On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways",
abstract = "This paper presents a hands-free monitoring system for rehabilitation patients that uses wireless gateways to fully cover the floor of an inpatient ward. For stroke rehabilitation, 24-hour monitoring is recommended. Low-power wireless such as Bluetooth Low Energy (BLE) is suitable for this purpose because of its long battery life. However, most systems require smartphones or tablet computers to acquire patient data due to BLE's short communication range. Instead of using smartphones, we installed around fifty BLE gateways to implement a hands-free data acquisition system. The system was evaluated both quantitatively and qualitatively. The data acquisition rate of the system was found to be over 90{\%} through 24-hour patient monitoring, which is almost the same as that for systems using smartphones. Questionnaires about usability administered to both medical staff and patients suggested that they felt the smartphone-less system was more comfortable than the smartphone system. These results suggest the possibility of using such a distributed data acquisition system in real medical wards and its benefits.",
author = "Kenichi Matsunaga and Takayuki Ogasawara and Junichi Kodate and Masahiko Mukaino and Eiichi Saitoh",
year = "2019",
month = "7",
doi = "10.1109/EMBC.2019.8856963",
language = "English",
series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "3195--3198",
booktitle = "2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019",
address = "United States",

}

Matsunaga, K, Ogasawara, T, Kodate, J, Mukaino, M & Saitoh, E 2019, On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways. in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019., 8856963, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., pp. 3195-3198, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, 23-07-19. https://doi.org/10.1109/EMBC.2019.8856963

On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways. / Matsunaga, Kenichi; Ogasawara, Takayuki; Kodate, Junichi; Mukaino, Masahiko; Saitoh, Eiichi.

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 3195-3198 8856963 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways

AU - Matsunaga, Kenichi

AU - Ogasawara, Takayuki

AU - Kodate, Junichi

AU - Mukaino, Masahiko

AU - Saitoh, Eiichi

PY - 2019/7

Y1 - 2019/7

N2 - This paper presents a hands-free monitoring system for rehabilitation patients that uses wireless gateways to fully cover the floor of an inpatient ward. For stroke rehabilitation, 24-hour monitoring is recommended. Low-power wireless such as Bluetooth Low Energy (BLE) is suitable for this purpose because of its long battery life. However, most systems require smartphones or tablet computers to acquire patient data due to BLE's short communication range. Instead of using smartphones, we installed around fifty BLE gateways to implement a hands-free data acquisition system. The system was evaluated both quantitatively and qualitatively. The data acquisition rate of the system was found to be over 90% through 24-hour patient monitoring, which is almost the same as that for systems using smartphones. Questionnaires about usability administered to both medical staff and patients suggested that they felt the smartphone-less system was more comfortable than the smartphone system. These results suggest the possibility of using such a distributed data acquisition system in real medical wards and its benefits.

AB - This paper presents a hands-free monitoring system for rehabilitation patients that uses wireless gateways to fully cover the floor of an inpatient ward. For stroke rehabilitation, 24-hour monitoring is recommended. Low-power wireless such as Bluetooth Low Energy (BLE) is suitable for this purpose because of its long battery life. However, most systems require smartphones or tablet computers to acquire patient data due to BLE's short communication range. Instead of using smartphones, we installed around fifty BLE gateways to implement a hands-free data acquisition system. The system was evaluated both quantitatively and qualitatively. The data acquisition rate of the system was found to be over 90% through 24-hour patient monitoring, which is almost the same as that for systems using smartphones. Questionnaires about usability administered to both medical staff and patients suggested that they felt the smartphone-less system was more comfortable than the smartphone system. These results suggest the possibility of using such a distributed data acquisition system in real medical wards and its benefits.

UR - http://www.scopus.com/inward/record.url?scp=85077868222&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85077868222&partnerID=8YFLogxK

U2 - 10.1109/EMBC.2019.8856963

DO - 10.1109/EMBC.2019.8856963

M3 - Conference contribution

C2 - 31946567

AN - SCOPUS:85077868222

T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

SP - 3195

EP - 3198

BT - 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Matsunaga K, Ogasawara T, Kodate J, Mukaino M, Saitoh E. On-site Evaluation of Rehabilitation Patients Monitoring System Using Distributed Wireless Gateways. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 3195-3198. 8856963. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). https://doi.org/10.1109/EMBC.2019.8856963