发表机构
Middle East Technical University(中东技术大学)
机构由 AI 辅助整理,请以论文原文为准。AI 中文总结
本文针对异构传输路由,提出联合采样、路由激活与抢占控制的平均成本脉冲控制模型,发现抢占可逆转路由偏好,使平均AoI最多降低96%。
AI 中文摘要
本文研究在长期目标下,对$N$条异构传输路由进行联合采样、路由激活和抢占控制,该目标将信息年龄(AoI)与采样和传输成本相结合。我们将该问题建模为平均成本脉冲控制模型,在混合状态空间上推导出向量形式的积分平均成本最优性方程,并建立状态上的结构约简。我们考虑双路由情形,并使用离散化策略迭代计算优化策略。令人惊讶的是,结果表明抢占可以逆转路由偏好:优化策略可能只使用平均延迟和延迟方差都较大的路由,而避开看似更优的路由。与不允许抢占的基线相比,所提出的策略将平均AoI最多降低96%。
英文摘要
This paper studies joint sampling, route activation, and preemption control over $N$ heterogeneous transmission routes under a long-run objective combining Age of Information (AoI) with sampling and transmission costs. We formulate the problem as an average-cost impulse-control model, derive a vector-form integral average-cost optimality equation over a hybrid state space, and establish structural reductions on the state. We consider a two-route case and compute optimized policies using discretized policy iteration. Surprisingly, the results show that preemption can reverse routing preferences: the optimized policy may exclusively use a route with both a larger mean delay and a larger delay variance while avoiding the seemingly superior route. Relative to baselines that do not allow preemption, the proposed policy reduces average AoI by up to $96\%$.
Comments6 pages, 3 figures