Optimizing Age of Information in Multi-Stream Status Update Systems: A Game Theory Perspective

Dapeng Deng, Zhengchuan Chen, Zhong Tian, Zhitao Gou, Min Wang, Dapeng O. Wu, Tony Q.S. Quek

研究成果: Article同行評審

摘要

This work focuses on the problem of data generation rate control in multi-stream status update system and proposes a decentralized node data generation rate control algorithm based on game theory. By analyzing the interaction between nodes during data transmission, a non-cooperative game model for node data generation rate is constructed. It is proven that this game has a unique Nash Equilibrium (NE), and a corresponding search algorithm is designed for nodes to ensure the fast convergence to the NE for the system. Research results demonstrate that using the proposed generation rate control algorithm can significantly improve the system utility of uncontrolled competition between nodes.

原文English
頁(從 - 到)1
頁數1
期刊IEEE Communications Letters
DOIs
出版狀態Accepted/In press - 2024

All Science Journal Classification (ASJC) codes

  • 建模與模擬
  • 電腦科學應用
  • 電氣與電子工程

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