Publication | Closed Access
Optimizing Age of Information in Wireless Networks with Throughput Constraints
298
Citations
20
References
2018
Year
Unknown Venue
Cross-layer OptimizationEngineeringCommunication EngineeringEdge ComputingBusinessNetwork AnalysisIndex PolicyWireless NetworksOptimal PolicyNetwork CalculusMobile ComputingComputer ScienceNetwork OptimizationRadio Access ProtocolDelay-tolerant NetworkingMulti-hop RoutingCombinatorial OptimizationMinimum Aoi
Age of Information (AoI) is a performance metric that captures the freshness of the information from the perspective of the destination. The AoI measures the time that elapsed since the generation of the packet that was most recently delivered to the destination. In this paper, we consider a single-hop wireless network with a number of nodes transmitting time-sensitive information to a Base Station and address the problem of minimizing the Expected Weighted Sum AoI of the network while simultaneously satisfying timely-throughput constraints from the nodes. We develop three low-complexity transmission scheduling policies that attempt to minimize AoI subject to minimum throughput requirements and evaluate their performance against the optimal policy. In particular, we develop a randomized policy, a Max-Weight policy and a Whittle's Index policy, and show that they are guaranteed to be within a factor of two, four and eight, respectively, away from the minimum AoI possible. In contrast, simulation results show that Max-Weight outperforms the other policies, both in terms of AoI and throughput, in every network configuration simulated, and achieves near optimal performance.
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