Learning-augmented Online Minimization of Age of Information and Transmission Costs

We consider a discrete-time system where a resource-constrained source (e.g., a small sensor) transmits its time-sensitive data to a destination over a time-varying wireless channel. Each transmission incurs a fixed transmission cost (e.g., energy cost), and no transmission results in a staleness co...

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Veröffentlicht in:	IEEE Conference on Computer Communications workshops (Online) S. 01 - 08
Hauptverfasser:	Liu, Zhongdong, Zhang, Keyuan, Li, Bin, Sun, Yin, Hou, Y. Thomas, Ji, Bo
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 20.05.2024
Schlagworte:	Age-of-Information Approximation algorithms Costs learning-augmented algorithm Machine learning algorithms Minimization online algorithm Prediction algorithms transmission cost Wireless communication Wireless sensor networks
ISSN:	2833-0587
Online-Zugang:	Volltext
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