基于人工智能和DAG启用区块链的医疗物联网的有效信息交换方法
Shanqin Wang1, Gangxin Du2, Shufan Dai1
1School of Information Engineering, Chuzhou Polytechnic, Chuzhou, 239000, Anhui, China.
本研究介绍了一种支持人工智能和DAG的区块链方法,用于安全的医疗物联网 (IoT) 数据交换. 一个新的提示选择算法通过减少共识时间来提高效率,以获得更快,更可靠的信息.
科学领域:
- 计算机科学 计算机科学
- 医疗信息学 医疗信息学
- 区块链技术 区块链技术
背景情况:
- 人工智能 (AI) 和医疗物联网 (IoT) 促进了方便的医疗数据收集和交换.
- 安全,隐私和效率是医疗数据交换的关键挑战.
- 现有的AI和区块链解决方案往往忽视了缓慢的区块链共识对效率的影响.
研究的目的:
- 通过使用人工智能和DAG启用区块链,为医疗物联网提出一种新的信息交换方法.
- 加强医疗信息交换的安全,隐私和效率.
- 解决传统区块链系统中缓慢的共识算法的局限性.
主要方法:
- 为医疗物联网开发一个支持人工智能和定向环形图 (DAG) 的区块链框架.
- 引入一种新的提示选择算法,以加快共识并减少时间延迟.
- 与传统的DAG启用区块链方法进行模拟和比较分析.
主要成果:
- 拟议的AI和DAG启用区块链方法显著提高了医疗物联网中的信息交换效率.
- 新的提示选择算法有效地减少了共识时间延迟.
- 该系统为医疗数据交换提供了安全高效的环境.
结论:
- 人工智能与DAG启用区块链的整合为高效和安全的医疗物联网数据交换提供了一个有前途的解决方案.
- 新型提示选择算法是克服传统区块链共识机制效率瓶的关键.
- 这种方法增强了获得可信的医疗信息,使医疗保健部门受益.
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