Stochastic Peak Age of Information Guarantee for Cooperative Sensing in Internet of Everything

被引：10
|
作者：
Zhong, Ailing [1 ,2 ,3 ]
Li, Zhidu [1 ,2 ,3 ]
Wu, Dapeng [1 ,2 ,3 ]
Tang, Tong [1 ,2 ,3 ]
Wang, Ruyan [1 ,3 ]
机构：
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
[2] Chongqing Educ Commiss China, Adv Network & Intelligent Connect Technol Key Lab, Chongqing 400065, Peoples R China
[3] Chongqing Key Lab Ubiquitous Sensing & Networking, Chongqing 400065, Peoples R China
来源：
IEEE INTERNET OF THINGS JOURNAL | 2023年 / 10卷 / 17期
关键词：
Task analysis; Resource management; Sensors; Internet of Things; Measurement; Throughput; Technological innovation; Cooperative sensing; Internet of Everything (IoE); martingale theory; peak Age of Information (AoI) violation probability; task allocation; TASK ALLOCATION; AOI; NETWORKS; SYSTEMS; DELAY;
D O I：
10.1109/JIOT.2023.3264826
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This article focuses on the service freshness guarantee for cooperative sensing in the Internet of Everything. Specifically, the peak Age of Information (AoI) is first introduced to evaluate the information and service freshness. An analytical model is then constructed to decouple the components of peak AoI into the interarrival time and transmission time. With the knowledge of identical increments of update arrival and transmission process, a close bound of peak AoI violation probability is derived based on martingale theory. Furthermore, the impact of source node parameter configuration on the peak AoI violation probability are analyzed and a task allocation scheme is proposed to guide cooperative sensing. Numerical analysis validates the tightness of the peak AoI violation probability bound and the effectiveness of the proposed scheme in service freshness guarantee.
引用
收藏
页码：15186 / 15196
页数：11
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