Optimizing Age of Information in Wireless Networks with Perfect Channel State Information
March 17, 2018 Β· Declared Dead Β· π International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks
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Authors
Rajat Talak, Sertac Karaman, Eytan Modiano
arXiv ID
1803.06471
Category
cs.IT: Information Theory
Cross-listed
cs.NI
Citations
80
Venue
International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks
Last Checked
5 months ago
Abstract
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. Comparing with our previous work, which derived age optimal policies when channel state information is not available to the scheduler, we demonstrate a 4 fold improvement in age due to the availability of channel state information.
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