Internet of medical things and blockchain-enabled patient-centric agent through SDN for remote patient monitoring in 5G network

被引:0
作者
Anichur Rahman
Md. Anwar Hussen Wadud
Md. Jahidul Islam
Dipanjali Kundu
T. M. Amir-Ul-Haque Bhuiyan
Ghulam Muhammad
Zulfiqar Ali
机构
[1] Mawlana Bhashani Science and Technology University,Department of Computer Science and Engineering
[2] National Institute of Textile Engineering and Research (NITER),Department of Computer Science and Engineering, Constituent Institute of Dhaka University
[3] Bangladesh University of Engineering and Technology (BUET),Institute of Information and Communication Technology
[4] Green University,Department of Computer Science and Engineering
[5] King Saud University,Department of Computer Engineering, College of Computer and Information Sciences
[6] University of Essex,School of Computer Science and Electronic Engineering
来源
Scientific Reports | / 14卷
关键词
Internet of things; Internet of medical things; Blockchain; Software defined networking; Patient monitoring; Remote patient monitoring; Healthcare management; Patient centric agent;
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摘要
During the COVID-19 pandemic, there has been a significant increase in the use of internet resources for accessing medical care, resulting in the development and advancement of the Internet of Medical Things (IoMT). This technology utilizes a range of medical equipment and testing software to broadcast patient results over the internet, hence enabling the provision of remote healthcare services. Nevertheless, the preservation of privacy and security in the realm of online communication continues to provide a significant and pressing obstacle. Blockchain technology has shown the potential to mitigate security apprehensions across several sectors, such as the healthcare industry. Recent advancements in research have included intelligent agents in patient monitoring systems by integrating blockchain technology. However, the conventional network configuration of the agent and blockchain introduces a level of complexity. In order to address this disparity, we present a proposed architectural framework that combines software defined networking (SDN) with Blockchain technology. This framework is specially tailored for the purpose of facilitating remote patient monitoring systems within the context of a 5G environment. The architectural design contains a patient-centric agent (PCA) inside the SDN control plane for the purpose of managing user data on behalf of the patients. The appropriate handling of patient data is ensured by the PCA via the provision of essential instructions to the forwarding devices. The suggested model is assessed using hyperledger fabric on docker-engine, and its performance is compared to that of current models in fifth generation (5G) networks. The performance of our suggested model surpasses current methodologies, as shown by our extensive study including factors such as throughput, dependability, communication overhead, and packet error rate.
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共 236 条
[1]  
Rahman A(2022)Federated learning-based AI approaches in smart healthcare: Concepts, taxonomies, challenges and open issues Cluster Comput. 26 2271-2311
[2]  
Hossain M(2022)A novel resource oriented DMA framework for internet of medical things devices in 5G network IEEE Trans. Industr. Inf. 18 8895-8904
[3]  
Muhammad G(2021)A lightweight and robust secure key establishment protocol for internet of medical things in COVID-19 patients care IEEE Internet Things J. 8 15694-15703
[4]  
Kundu D(2021)Study on IoT for SARS-CoV-2 with healthcare: Present and future perspective Math. Biosci. Eng. 18 9697-9726
[5]  
Debnath T(2023)On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives Futur. Gener. Comput. Syst. 138 61-88
[6]  
Rahman M(2020)Distblockbuilding: A distributed blockchain-based sdn-iot network for smart building management IEEE Access. 8 140008-140018
[7]  
Khan M(2023)Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT Digit. Commun. Netw. 9 411-421
[8]  
Tiwari P(2022)On the integration of blockchain and SDN: Overview, applications, and future perspectives J. Netw. Syst. Manag. 30 73-1376
[9]  
Band S(2015)BSN-Care: A secure IoT-based modern healthcare system using body sensor network IEEE Sens. J. 16 1368-3641
[10]  
Hasan M(2023)Internet of things: Device capabilities, architectures, protocols, and smart applications in healthcare domain IEEE Internet Things J. 10 3611-36