Adaptive Switching Based Data-Communication Model for Internet of Healthcare Things Networks

被引:4
作者
Weqar, Mehwash [1 ]
Mehfuz, Shabana [1 ]
Gupta, Dhawal [2 ]
Urooj, Shabana [3 ]
机构
[1] Jamia Millia Islamia, Fac Engn & Technol, Dept Elect Engn, New Delhi 110025, India
[2] Avian WE Grp, Chase India, New Delhi 110024, India
[3] Princess Nourah Bint Abdulrahman Univ, Coll Engn, Dept Elect Engn, Riyadh 11671, Saudi Arabia
关键词
Protocols; Internet of Medical Things; Medical services; Switches; Sensors; Quality of service; Data models; IoT; Internet of Healthcare Things (IoHT); application layer protocols; MQTT; COAP; NODE-RED;
D O I
10.1109/ACCESS.2024.3354722
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) is a network of smart sensory objects. These objects collect environmental data and communicate to exchange this gathered data without human intervention. IoT has evolved as a revolutionary technology for over a decade. It is currently, widely applied in a variety of applications like Internet of Vehicles (IoV), Internet of Healthcare Things (IoHT), and the Internet of Everything (IoE). IoHT is one of the most beneficial and significant IoT applications. The quality of the connection in an IoT network is governed by the application layer communication protocol. Application type has a significant impact on the preference of protocol selection. In this paper, the performance of CoAP and MQTT-SN is compared. Based on the performance analysis it was concluded that in case of high traffic conditions network congestion occurs on the medical broker of MQTT-SN, which lowers the network efficiency. A framework is proposed to achieve reliability and time optimization in larger sensor-based healthcare networks. An adaptive switching-based data communication model has been designed. In the proposed model, we have enabled IoHT network to run two application protocols in parallel. The adaptive switching algorithm allows to switch between the two available protocols based on the status of the network condition. Network simulation has been performed using NODE-RED. This tool is used to test the proposed framework in different scenarios. In the end it was concluded that during network congestion conditions at medical broker of MQTT-SN, the adaptive switching algorithm allows the network to switch to CoAP connection for the time efficient and reliable transmission in the IoHT network.
引用
收藏
页码:11530 / 11548
页数:19
相关论文
共 44 条
[1]   Evolution towards Smart and Software-Defined Internet of Things [J].
Abid, Muhammad Aneeq ;
Afaqui, Naokhaiz ;
Khan, Muazzam A. ;
Akhtar, Muhammad Waseem ;
Malik, Asad Waqar ;
Munir, Arslan ;
Ahmad, Jawad ;
Shabir, Balawal .
AI, 2022, 3 (01) :100-123
[2]   A Multi-Protocol IoT Platform Based on Open-Source Frameworks [J].
Akasiadis, Charilaos ;
Pitsilis, Vassilis ;
Spyropoulos, Constantine D. .
SENSORS, 2019, 19 (19)
[3]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[4]   Internet of Things in healthcare: A survey on protocol standards, enabling technologies, WBAN architectures and open issues [J].
Aski, Vidyadhar Jinnappa ;
Dhaka, Vijaypal Singh ;
Parashar, Anubha ;
Kumar, Sunil ;
Rida, Imad .
PHYSICAL COMMUNICATION, 2023, 60
[5]  
Banks A., 2014, OASIS STANDARD
[6]   A survey on communication protocols and performance evaluations for Internet of Things [J].
Bayilmis, Cuneyt ;
Ebleme, M. Ali ;
Cavusoglu, Unal ;
Kucuk, Kerem ;
Sevin, Abdullah .
DIGITAL COMMUNICATIONS AND NETWORKS, 2022, 8 (06) :1094-1104
[7]   Data aggregation protocols for WSN and IoT applications-A comprehensive survey [J].
Begum, Beneyaz Ara ;
Nandury, Satyanarayana, V .
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (02) :651-681
[8]  
Bhowmik R., 2023, Bulletin of Electrical Engineering and Informatics, V12, P3134, DOI DOI 10.11591/EEI.V12I5.5236
[9]   A Survey of Application Layer Protocols of Internet of Things [J].
Bibi, Nawab ;
Iqbal, Faiza ;
Akhtar, Salwa Muhammad ;
Anwar, Rabia ;
Bibi, Shamshad .
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2021, 21 (11) :301-311
[10]  
Bilal D., 2018, Int. J. Comput. Applic., V179, P9, DOI 10.5120/ijca2018916438