Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain
The development of artificial intelligence (AI) based medical Internet of Things (IoT) technology plays a crucial role in making the collection and exchange of medical information more convenient. However, security, privacy, and efficiency issues during information exchange have become pressing chal...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-01-01
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| Series: | Heliyon |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844024176487 |
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| author | Shanqin Wang Gangxin Du Shufan Dai Mengjun Miao Miao Zhang |
| author_facet | Shanqin Wang Gangxin Du Shufan Dai Mengjun Miao Miao Zhang |
| author_sort | Shanqin Wang |
| collection | DOAJ |
| description | The development of artificial intelligence (AI) based medical Internet of Things (IoT) technology plays a crucial role in making the collection and exchange of medical information more convenient. However, security, privacy, and efficiency issues during information exchange have become pressing challenges. While many scholars have proposed solutions based on AI and blockchain to address these issues, few have focused on the impact of the slow consensus algorithm of blockchain on the efficiency of information exchange. To improve the efficiency of information exchange, we propose an information exchange approach based on AI and DAG-enabled blockchain, providing a secure and efficient environment for information exchange in the medical IoT. Additionally, to enhance the efficiency of information exchange in the medical IoT, a novel tip selection algorithm is introduced to reduce the time delay in reaching consensus, thereby enabling faster acquisition of trusted information via blockchain. Simulation results demonstrate that compared to methods based on traditional DAG-enabled blockchain, the approach proposed in this paper improves the efficiency of information exchange. |
| format | Article |
| id | doaj-art-ed28b4206d5d4e4492e7a9a2bd8b374d |
| institution | Kabale University |
| issn | 2405-8440 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Heliyon |
| spelling | doaj-art-ed28b4206d5d4e4492e7a9a2bd8b374d2025-02-02T05:27:53ZengElsevierHeliyon2405-84402025-01-01112e41617Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchainShanqin Wang0Gangxin Du1Shufan Dai2Mengjun Miao3Miao Zhang4School of Information Engineering, Chuzhou Polytechnic, Chuzhou, 239000, Anhui, ChinaSany Energy Equipment Co., Ltd, Zhuzhou, 412000, Hunan, ChinaSchool of Information Engineering, Chuzhou Polytechnic, Chuzhou, 239000, Anhui, China; Corresponding author.School of Information Engineering, Chuzhou Polytechnic, Chuzhou, 239000, Anhui, China; School of Computer, Qinghai Normal University, Haihu Avenue Chengbei District, Xining, 810008, Qinghai, ChinaSchool of Information Engineering, Chuzhou Polytechnic, Chuzhou, 239000, Anhui, ChinaThe development of artificial intelligence (AI) based medical Internet of Things (IoT) technology plays a crucial role in making the collection and exchange of medical information more convenient. However, security, privacy, and efficiency issues during information exchange have become pressing challenges. While many scholars have proposed solutions based on AI and blockchain to address these issues, few have focused on the impact of the slow consensus algorithm of blockchain on the efficiency of information exchange. To improve the efficiency of information exchange, we propose an information exchange approach based on AI and DAG-enabled blockchain, providing a secure and efficient environment for information exchange in the medical IoT. Additionally, to enhance the efficiency of information exchange in the medical IoT, a novel tip selection algorithm is introduced to reduce the time delay in reaching consensus, thereby enabling faster acquisition of trusted information via blockchain. Simulation results demonstrate that compared to methods based on traditional DAG-enabled blockchain, the approach proposed in this paper improves the efficiency of information exchange.http://www.sciencedirect.com/science/article/pii/S2405844024176487Information exchangeDAG-Enabled blockchainMedical IoTAI |
| spellingShingle | Shanqin Wang Gangxin Du Shufan Dai Mengjun Miao Miao Zhang Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain Heliyon Information exchange DAG-Enabled blockchain Medical IoT AI |
| title | Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain |
| title_full | Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain |
| title_fullStr | Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain |
| title_full_unstemmed | Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain |
| title_short | Efficient information exchange approach for medical IoT based on AI and DAG-enabled blockchain |
| title_sort | efficient information exchange approach for medical iot based on ai and dag enabled blockchain |
| topic | Information exchange DAG-Enabled blockchain Medical IoT AI |
| url | http://www.sciencedirect.com/science/article/pii/S2405844024176487 |
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