학술논문

Stochastic Peak Age of Information Guarantee for Cooperative Sensing in Internet of Everything
Document Type
Periodical
Source
IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 10(17):15186-15196 Sep, 2023
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
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
Language
ISSN
2327-4662
2372-2541
Abstract
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.