An AoI-Aware Data Transmission Algorithm in Blockchain-Based Intelligent Healthcare Systems

块链 计算机科学 算法 数据传输 计算机网络 计算机安全
作者
Yating Liu,Xiaojie Wang,Guifeng Zheng,Xin Wan,Zhaolong Ning
出处
期刊:IEEE Transactions on Consumer Electronics [Institute of Electrical and Electronics Engineers]
卷期号:70 (1): 1180-1190 被引量:4
标识
DOI:10.1109/tce.2024.3365198
摘要

The development of Sixth Generation (6G) communication technology plays a pivotal role in emerging intelligent healthcare applications. However, the vast amount of data not only occupies channel resources but also poses challenges to the timeliness and security of remote medical treatment. This paper constructs a remote intelligent healthcare system based on blockchain, aiming to achieve the minimum Age of Information (AoI) and energy consumption of medical data transmission while ensuring the security of intelligent healthcare data. Our system contains two layers: the Sensing Communication Layer (SenCom-Layer) and the Blockchain Layer (BlockC-Layer). In SenCom-Layer, we propose an Energy-aware Whittle Index-based Algorithm (EWIA), which obtains the optimal scheduling strategy for medical data by solving a relaxed Restless Combinatorial Multi-Armed Bandit (RCMAB) problem. In BlockC-Layer, considering both the dual utility of block nodes and the system, we introduce an Energy-efficient DPoS-based cooperative game, which achieves Nash equilibrium through Nash bargaining among the two utilities. Finally, the effectiveness of the proposed algorithm is demonstrated through experiments in terms of security and energy consumption.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
传奇3应助科研通管家采纳,获得10
刚刚
二六完成签到,获得积分10
1秒前
SciGPT应助科研通管家采纳,获得10
1秒前
科研通AI5应助科研通管家采纳,获得10
1秒前
1秒前
科研通AI5应助科研通管家采纳,获得10
1秒前
所所应助科研通管家采纳,获得10
1秒前
李健应助科研通管家采纳,获得10
1秒前
JamesPei应助科研通管家采纳,获得10
1秒前
酷波er应助轻松板栗采纳,获得30
1秒前
1秒前
1秒前
1秒前
深情安青应助缥缈采纳,获得10
2秒前
2秒前
动漫大师发布了新的文献求助10
2秒前
dreampeach发布了新的文献求助10
2秒前
在水一方应助调皮的海之采纳,获得10
2秒前
Peng发布了新的文献求助10
2秒前
zzj512682701发布了新的文献求助10
2秒前
柔之发布了新的文献求助10
2秒前
2秒前
3秒前
大白发布了新的文献求助10
3秒前
3秒前
橘子sungua完成签到,获得积分10
3秒前
科研通AI5应助制杖大师采纳,获得10
4秒前
4秒前
4秒前
华仔应助譬如朝露采纳,获得10
4秒前
CodeCraft应助喻白玉采纳,获得10
5秒前
tonight完成签到 ,获得积分0
5秒前
sxx发布了新的文献求助10
5秒前
花满楼发布了新的文献求助10
5秒前
6秒前
Owen应助qixiaoqi采纳,获得10
6秒前
6秒前
6秒前
李爱国应助bluesiryao采纳,获得20
6秒前
David完成签到,获得积分10
7秒前
高分求助中
Technologies supporting mass customization of apparel: A pilot project 600
Chinesen in Europa – Europäer in China: Journalisten, Spione, Studenten 500
Arthur Ewert: A Life for the Comintern 500
China's Relations With Japan 1945-83: The Role of Liao Chengzhi // Kurt Werner Radtke 500
Two Years in Peking 1965-1966: Book 1: Living and Teaching in Mao's China // Reginald Hunt 500
Epigenetic Drug Discovery 500
System of systems: When services and products become indistinguishable 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3813105
求助须知:如何正确求助?哪些是违规求助? 3357645
关于积分的说明 10387401
捐赠科研通 3074798
什么是DOI,文献DOI怎么找? 1689018
邀请新用户注册赠送积分活动 812536
科研通“疑难数据库(出版商)”最低求助积分说明 767144