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

机译:优化具有完美频道状态信息的无线网络中信息年龄

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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.
机译:信息时代(AOI),定义为自生成上次收到的更新以来经过的时间,是一种新建的度量标准,用于测量网络中信息更新的时间性。我们考虑具有一般干扰约束的网络的AOI最小化问题,以及时间变化信道。我们在每次步骤中向网络调度器提供通道状态时,我们提出了两个策略,即虚拟队列的基于策略和基于年龄的策略。我们证明了基于虚拟队列的策略几乎最佳,直到恒定的附加因子,年龄为基础的政策是远离最优性的因素4。与先前的工作进行比较,当频道状态信息不可用的时间信息时,派生年龄最佳策略,由于信道状态信息的可用性,年龄的增长改善了4倍。

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