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

被引:16
作者
Rahman, Anichur [1 ,2 ]
Wadud, Md. Anwar Hussen [4 ]
Islam, Md. Jahidul [3 ]
Kundu, Dipanjali [2 ]
Bhuiyan, T. M. Amir-Ul-Haque [4 ]
Muhammad, Ghulam [5 ]
Ali, Zulfiqar [6 ]
机构
[1] Mawlana Bhashani Sci & Technol Univ, Dept Comp Sci & Engn, Tangail, Bangladesh
[2] Dhaka Univ, Natl Inst Text Engn & Res NITER, Dept Comp Sci & Engn, Constituent Inst, Dhaka 1350, Bangladesh
[3] Green Univ, Dept Comp Sci & Engn, Dhaka, Bangladesh
[4] Bangladesh Univ Engn & Technol BUET, Inst Informat & Commun Technol, Dhaka, Bangladesh
[5] King Saud Univ, Coll Comp & Informat Sci, Dept Comp Engn, Riyadh, Saudi Arabia
[6] Univ Essex, Sch Comp Sci & Elect Engn, Colchester, England
关键词
Internet of things; Internet of medical things; Blockchain; Software defined networking; Patient monitoring; Remote patient monitoring; Healthcare management; Patient centric agent; SECURITY; CARE; FRAMEWORK;
D O I
10.1038/s41598-024-55662-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
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.
引用
收藏
页数:19
相关论文
共 66 条
[11]  
Hasan MK, 2022, IEEE T IND INFORM, V18, P8895, DOI [10.1109/TII.2022.3148250, 10.4018/IJTD.304381]
[12]   5GSS: a framework for 5G-secure-smart healthcare monitoring [J].
Hu, Jianqiang ;
Liang, Wei ;
Hosam, Osama ;
Hsieh, Meng-Yen ;
Su, Xin .
CONNECTION SCIENCE, 2022, 34 (01) :139-161
[13]   A Topical Review on Machine Learning, Software Defined Networking, Internet of Things Applications: Research Limitations and Challenges [J].
Imran ;
Ghaffar, Zeba ;
Alshahrani, Abdullah ;
Fayaz, Muhammad ;
Alghamdi, Ahmed Mohammed ;
Gwak, Jeonghwan .
ELECTRONICS, 2021, 10 (08)
[14]   Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain [J].
Islam, M. D. Milon ;
Nooruddin, Sheikh ;
Karray, Fakhri ;
Muhammad, Ghulam .
IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (04) :3611-3641
[15]   Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects [J].
Islam, Md. Milon ;
Nooruddin, Sheikh ;
Karray, Fakhri ;
Muhammad, Ghulam .
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 149
[16]  
Jaiswal Kavita, 2021, Advances in Biomedical Engineering and Technology. Select Proceedings of ICBEST 2018. Lecture Notes in Bioengineering (LNBE), P459, DOI 10.1007/978-981-15-6329-4_38
[17]   Security and privacy issues in unified IoT-based skin monitoring system [J].
Juyal, Shuchi ;
Sharma, Sachin ;
Shukla, Amal Shankar .
MATERIALS TODAY-PROCEEDINGS, 2021, 46 :10815-10820
[18]  
Kaur Harleen, 2020, Advances in Intelligent Computing and Communication. Proceedings of ICAC 2019. Lecture Notes in Networks and Systems (LNNS 109), P475, DOI 10.1007/978-981-15-2774-6_56
[19]   Data Hiding and Integrity Verification based on Quotient Value Differencing and Merkle Tree [J].
Khadse, Dipak Bhayyaji ;
Swain, Gandharba .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 48 (02) :1793-1805
[20]   A Survey on Security and Privacy of 5G Technologies: Potential Solutions, Recent Advancements, and Future Directions [J].
Khan, Rabia ;
Kumar, Pardeep ;
Jayakody, Dushantha Nalin K. ;
Liyanage, Madhusanka .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2020, 22 (01) :196-248