Optimizing age of information in wireless networks with perfect channel state information

© 2018 IFIP. Age of information (AoI), defined as the time elapsed since the last received update was generated, is a newly proposed metric to measure the timeliness of information updates in a network. We consider AoI minimization problem for a network with general interference constraints, and tim...

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Bibliographic Details
Main Authors: Talak, Rajat (Author), Karaman, Sertac (Author), Modiano, Eytan (Author)
Format: Article
Language:English
Published: IEEE, 2021-11-09T12:35:28Z.
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Summary:© 2018 IFIP. Age of information (AoI), defined as the time elapsed since the last received update was generated, is a newly proposed metric to measure the timeliness of information updates in a network. We consider AoI minimization problem for a network with general interference constraints, and time varying channels. We propose two policies, namely, virtual-queue based policy and age-based policy when the channel state is available to the network scheduler at each time step. We prove that the virtual-queue based policy is nearly optimal, up to a constant additive factor, and the age-based policy is at-most factor 4 away from optimality. Comparison with previous work, which derived age optimal policies when channel state information is not available to the scheduler, demonstrates a 4 fold improvement in age due to the availability of channel state information.