A Dynamic Scheduling Scheme for Deadline Constrained Content Distribution in D2D Cellular Network

Yu Shi, Fuyang Wang, ZhenYa Zhang
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Abstract

This paper studies the distribution of deadlineconstrained contents over a wireless cellular network. Affected by the channel condition between base station and users, some users could not directly receive the content from base station. Fortunately, D2D (Device to Device) multicast communication allows the users who obtained the content to further multicast it to other users. In this paper, we focus on the propagation of contents in overlay D2D cellular network. For the deadlineconstrained contents, considering the queuing time waiting in the buffer before transmission, how to properly schedule them to maximize the system capacity is crucial. We formulate the scheduling problem with the objective of optimizing the throughput of the system and solve it using the Markov Decision Process (MDP) theory. Extensive simulation results are provided to demonstrate that our scheduling algorithm can efficiently improve the throughput of system.
D2D蜂窝网络中受时限约束的内容分发动态调度方案
本文研究了无线蜂窝网络中受截止日期约束的内容分布问题。受基站与用户之间信道条件的影响,部分用户无法直接接收到基站的内容。幸运的是,D2D(设备到设备)多播通信允许获得内容的用户进一步将其多播给其他用户。本文主要研究覆盖D2D蜂窝网络中内容的传播问题。对于受截止日期限制的内容,考虑到传输前在缓冲区中等待的排队时间,如何对其进行合理调度,使系统容量最大化至关重要。提出了以优化系统吞吐量为目标的调度问题,并利用马尔可夫决策过程理论对其进行了求解。大量的仿真结果表明,该调度算法能有效地提高系统的吞吐量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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