Optimizing age of information in wireless networks with perfect channel state information
Author(s)
Talak, Rajat; Karaman, Sertac; Modiano, Eytan
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© 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.
Date issued
2018-05Department
Massachusetts Institute of Technology. Laboratory for Information and Decision SystemsPublisher
IEEE
Citation
Talak, Rajat, Karaman, Sertac and Modiano, Eytan. 2018. "Optimizing age of information in wireless networks with perfect channel state information."
Version: Original manuscript