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A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System

Nowadays, due to modernization or advancement in the Internet of Things (IoT) especially in the Healthcare area, we want to take care of our elders with some monitoring equipment, and the Internet of Things can play a significant role in it. The motivation of writing this paper is to collect the inf...

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Detalles Bibliográficos
Autores principales: Verma, Navneet, Singh, Sukhdip, Prasad, Devendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer India 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188533/
http://dx.doi.org/10.1007/s40031-021-00632-3
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author Verma, Navneet
Singh, Sukhdip
Prasad, Devendra
author_facet Verma, Navneet
Singh, Sukhdip
Prasad, Devendra
author_sort Verma, Navneet
collection PubMed
description Nowadays, due to modernization or advancement in the Internet of Things (IoT) especially in the Healthcare area, we want to take care of our elders with some monitoring equipment, and the Internet of Things can play a significant role in it. The motivation of writing this paper is to collect the information of various existing Internet of Things Architecture and Communication Techniques used in Healthcare Monitoring System to observe that how efficiently, different researchers have used it. So we have studied different real-time health monitoring system based on diseases which are common in elderly people like diabetes, blood pressure, heart disease, sleep apnea, and cancer, etc. In this real-time health monitoring system, researchers introduced many new measures, communication techniques like ZigBee, Long-Range Wide Area Network (LoRawan), Radio Frequency Identification (RFID). Apart from this, it was also observed that remote monitoring system in Healthcare is incomplete without data processing and early prediction in such diseases. Though, Machine learning provides efficient techniques to extract knowledge from diagnostic medical datasets collected from the patients. That is why we highlighted the current role of various Machine Learning algorithms like Support Vector Machine, K-Nearest Neighbor, Random Forest, etc., for processing of Healthcare data and also helpful to predict the output more precisely.
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spelling pubmed-81885332021-06-09 A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System Verma, Navneet Singh, Sukhdip Prasad, Devendra J. Inst. Eng. India Ser. B Review Paper Nowadays, due to modernization or advancement in the Internet of Things (IoT) especially in the Healthcare area, we want to take care of our elders with some monitoring equipment, and the Internet of Things can play a significant role in it. The motivation of writing this paper is to collect the information of various existing Internet of Things Architecture and Communication Techniques used in Healthcare Monitoring System to observe that how efficiently, different researchers have used it. So we have studied different real-time health monitoring system based on diseases which are common in elderly people like diabetes, blood pressure, heart disease, sleep apnea, and cancer, etc. In this real-time health monitoring system, researchers introduced many new measures, communication techniques like ZigBee, Long-Range Wide Area Network (LoRawan), Radio Frequency Identification (RFID). Apart from this, it was also observed that remote monitoring system in Healthcare is incomplete without data processing and early prediction in such diseases. Though, Machine learning provides efficient techniques to extract knowledge from diagnostic medical datasets collected from the patients. That is why we highlighted the current role of various Machine Learning algorithms like Support Vector Machine, K-Nearest Neighbor, Random Forest, etc., for processing of Healthcare data and also helpful to predict the output more precisely. Springer India 2021-06-09 2022 /pmc/articles/PMC8188533/ http://dx.doi.org/10.1007/s40031-021-00632-3 Text en © The Institution of Engineers (India) 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Review Paper
Verma, Navneet
Singh, Sukhdip
Prasad, Devendra
A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title_full A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title_fullStr A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title_full_unstemmed A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title_short A Review on existing IoT Architecture and Communication Protocols used in Healthcare Monitoring System
title_sort review on existing iot architecture and communication protocols used in healthcare monitoring system
topic Review Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188533/
http://dx.doi.org/10.1007/s40031-021-00632-3
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