具有延迟反馈的无线网络实时流量的最优调度

Kyu Seob Kim, Chih-Ping Li, I. Kadota, E. Modiano
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引用次数: 9

摘要

本文考虑了一个由基站和多个客户端组成的无线网络,其目标是对实时流量进行调度。尽管这一问题在文献中得到了广泛的研究,但延迟承认的影响尚未得到评估。在往返延迟远大于数据包传输时间的系统中,延迟反馈的重要性与日俱增,它对调度决策和网络性能有着重要的影响。以前的工作考虑了有瞬时反馈和无反馈的实时交通调度问题。在这项工作中,我们讨论了延迟反馈的一般情况,并使用动态规划来表征最优调度策略。提出了一种满足任何可行的最小投递率要求的最优算法。此外,我们还开发了一种适用于低计算能力平台的低复杂度次优启发式算法。通过仿真对两种算法进行了评估。
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Optimal scheduling of real-time traffic in wireless networks with delayed feedback
In this paper we consider a wireless network composed of a base station and a number of clients, with the goal of scheduling real-time traffic. Even though this problem has been extensively studied in the literature, the impact of delayed acknowledgment has not been assessed. Delayed feedback is of increasing importance in systems where the round trip delay is much greater than the packet transmission time, and it has a significant effect on the scheduling decisions and network performance. Previous work considered the problem of scheduling real-time traffic with instantaneous feedback and without feedback. In this work, we address the general case of delayed feedback and use Dynamic Programming to characterize the optimal scheduling policy. An optimal algorithm that fulfills any feasible minimum delivery ratio requirements is proposed. Moreover, we develop a low-complexity suboptimal heuristic algorithm which is suitable for platforms with low computational power. Both algorithms are evaluated through simulations.
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