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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Bibliographic Details

Published in:	IEEE Conference on Computer Communications workshops (Online) pp. 01 - 08
Main Authors:	Liu, Zhongdong, Zhang, Keyuan, Li, Bin, Sun, Yin, Hou, Y. Thomas, Ji, Bo
Format:	Conference Proceeding
Language:	English
Published:	IEEE 20.05.2024
Subjects:	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 Access:	Get full text
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