Skip to main content

2022 | OriginalPaper | Buchkapitel

An IoT-Cloud Enabled Real Time and Energy Efficient ECG Reader Architecture

verfasst von : Marciel B. Pereira, J. P. V. Madeiro, Adriel O. Freitas, D. G. Gomes

Erschienen in: XXVII Brazilian Congress on Biomedical Engineering

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In recent years, the Internet of Things (IoT) has emerged as a major computing paradigm leading the development of new architectures for collecting, processing and store data. Among several concepts associated with IoT, we highlight the wearable computing, which allows users to interact with devices attached to the body. In this context, a large amount of human body signals can be acquired by using sensors connected to an embedded system, such as the Electrocardiogram (ECG) signal, which is widely used in medical diagnoses of heart diseases. Moreover, there is a huge interest on the maintaining of ECG samples to accomplish disease recognition by using different techniques that require a large database. Here we propose an architecture for ECG data acquisition, storage and visualization with a low cost and energy efficient embedded device. The proposed ECG reader with IoT architecture, which is a portable device with at least 40 h of autonomy, is able to collect data with sampling frequency from 125 Hz to 1 kHz and store up to 60 s of data samples in cloud server.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Biru CA, Roberto M, Domenico R (2014) Towards a definition of the Internet of Things (IoT). PhD thesis Biru CA, Roberto M, Domenico R (2014) Towards a definition of the Internet of Things (IoT). PhD thesis
2.
Zurück zum Zitat Bahar F, Farshad F, Victor C, Mustafa B, Nicholas Constant, Kunal Mankodiya (2018) Towards fog-driven IoT eHealth: promises and challenges of IoT in medicine and healthcare. Future Gener Comput Syst 78:659–676CrossRef Bahar F, Farshad F, Victor C, Mustafa B, Nicholas Constant, Kunal Mankodiya (2018) Towards fog-driven IoT eHealth: promises and challenges of IoT in medicine and healthcare. Future Gener Comput Syst 78:659–676CrossRef
3.
Zurück zum Zitat Clifford GD (2006) Advanced methods and tools for ECG data analysis. Azuaje Francisco. Artech House, Inc., McSharry Patrick, USA Clifford GD (2006) Advanced methods and tools for ECG data analysis. Azuaje Francisco. Artech House, Inc., McSharry Patrick, USA
4.
Zurück zum Zitat Bansal M, Gandhi B (2018) IoT based development boards for smart healthcare applications. In: 2018 4th international conference on computing communication and automation (ICCCA), pp 1–7 Bansal M, Gandhi B (2018) IoT based development boards for smart healthcare applications. In: 2018 4th international conference on computing communication and automation (ICCCA), pp 1–7
5.
Zurück zum Zitat Nguyen Gia T, Jiang M, Sarker VK et al (2017) Low-cost fog-assisted health-care IoT system with energy-efficient sensor nodes. In: 2017 13th international wireless communications and mobile computing conference (IWCMC), , pp 1765–1770 Nguyen Gia T, Jiang M, Sarker VK et al (2017) Low-cost fog-assisted health-care IoT system with energy-efficient sensor nodes. In: 2017 13th international wireless communications and mobile computing conference (IWCMC), , pp 1765–1770
6.
Zurück zum Zitat Al-Busaidi A, Khriji L (2013) Digitally filtered ECG signal using low-cost microcontroller. In: 2013 international conference on control, decision and information technologies (CoDIT), pp 258–263 Al-Busaidi A, Khriji L (2013) Digitally filtered ECG signal using low-cost microcontroller. In: 2013 international conference on control, decision and information technologies (CoDIT), pp 258–263
7.
Zurück zum Zitat Yakut O, Solak S, Bolat E (2015) Implementation of a web-based wireless ECG measuring and recording system. In: 17th international conference on medical physics and medical sciences (ICMPMS) Yakut O, Solak S, Bolat E (2015) Implementation of a web-based wireless ECG measuring and recording system. In: 17th international conference on medical physics and medical sciences (ICMPMS)
8.
Zurück zum Zitat Satija U, Ramkumar B, Sabarimalai MM (2017) Real-time signal quality-aware ECG telemetry system for IoT-based health care monitoring. IEEE Internet Things J 4:815–823CrossRef Satija U, Ramkumar B, Sabarimalai MM (2017) Real-time signal quality-aware ECG telemetry system for IoT-based health care monitoring. IEEE Internet Things J 4:815–823CrossRef
9.
Zurück zum Zitat Singh P, Jasuja A (2017) IoT based low-cost distant patient ECG monitoring system. In: 2017 international conference on computing, communication and automation (ICCCA), pp 1330–1334 Singh P, Jasuja A (2017) IoT based low-cost distant patient ECG monitoring system. In: 2017 international conference on computing, communication and automation (ICCCA), pp 1330–1334
10.
Zurück zum Zitat Liu C, Zhang X, Zhao L et al (2018) Signal quality assessment and lightweight qrs detection for wearable ecg smartvest system. IEEE Internet Things J:1 Liu C, Zhang X, Zhao L et al (2018) Signal quality assessment and lightweight qrs detection for wearable ecg smartvest system. IEEE Internet Things J:1
11.
Zurück zum Zitat Cen P, DeLong W, Amatanon V, Iamsamang J, Naiyanetr P (2019) Intelligence ECG monitoring system: wireless platform and arrhythmia classification using residual neural network. In: 2019 12th biomedical engineering international conference (BMEiCON), pp 1–5 Cen P, DeLong W, Amatanon V, Iamsamang J, Naiyanetr P (2019) Intelligence ECG monitoring system: wireless platform and arrhythmia classification using residual neural network. In: 2019 12th biomedical engineering international conference (BMEiCON), pp 1–5
12.
Zurück zum Zitat Espressif-Systems. ESP32-S2-WROOM & ESP32-S2-WROOM-I datasheet technical report 2020 Espressif-Systems. ESP32-S2-WROOM & ESP32-S2-WROOM-I datasheet technical report 2020
14.
Zurück zum Zitat OLIMEX (2014) SHIELD-EKG-EMG bio-feedback shield USER’S MANUAL technical report OLIMEX (2014) SHIELD-EKG-EMG bio-feedback shield USER’S MANUAL technical report
15.
Zurück zum Zitat Kwon O, Jeong J, Kim Hyung B et al (2018) Electrocardiogram sampling frequency range acceptable for heart rate variability analysis. Healthc Inform Res 24:198–206 Kwon O, Jeong J, Kim Hyung B et al (2018) Electrocardiogram sampling frequency range acceptable for heart rate variability analysis. Healthc Inform Res 24:198–206
16.
Zurück zum Zitat Rahman A, Rahman T, Ghani NH, Hossain S, Uddin J (2019) IoT based patient monitoring system using ECG sensor. In: 2019 international conference on robotics,electrical and signal processing techniques (ICREST), pp 378–382 Rahman A, Rahman T, Ghani NH, Hossain S, Uddin J (2019) IoT based patient monitoring system using ECG sensor. In: 2019 international conference on robotics,electrical and signal processing techniques (ICREST), pp 378–382
Metadaten
Titel
An IoT-Cloud Enabled Real Time and Energy Efficient ECG Reader Architecture
verfasst von
Marciel B. Pereira
J. P. V. Madeiro
Adriel O. Freitas
D. G. Gomes
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-70601-2_147

Neuer Inhalt