Robust Multicast Device-to-Device Communication

Uyoata Uyoata, M. Dlodlo, Joyce B. Mwangama
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引用次数: 3

Abstract

Device-to-device (D2D) multicast communication can be employed in distributing popular content among similarly interested groups thereby reducing the load on the network. When the network multicasts a requested file to a cluster or group of users, some members of a cluster may not receive the sent data correctly and so may require re-transmission by other selected group members through D2D multicast communication. In analysing D2D communication, the availability of perfect channel information (CSI) is mostly assumed. Hence the need for a channel uncertainty aware D2D multicast communication analysis. In this paper a multicast D2D communication underlaying uplink cellular communication is formulated as a robust optimisation problem that caters for uncertainty in the interference channels between D2D multicast groups within a cell. K-means algorithm is employed to create D2D groups. Using simulations, the impact of factoring in channel uncertainty is demonstrated. The gains of group communication is also shown through simulation as increasing the number of groups provides a pronounced increase in D2D data rate specifically in moving from 2 to 3 groups there is an increase of 2 bps/Hz. Furthermore, the effect of D2D group dimension on the transmission data rate is also shown through the numerical results with a drop of upto 0.5 bps/Hz for a variation of 20 to 60 m.
鲁棒组播设备到设备通信
设备到设备(D2D)多播通信可用于在相似的感兴趣的组之间分发流行内容,从而减少网络负载。当网络向集群或用户组广播请求的文件时,集群的某些成员可能无法正确接收发送的数据,因此可能需要其他选定的组成员通过D2D多播通信重新传输。在分析D2D通信时,通常假定存在完全信道信息(CSI)。因此,需要一种信道不确定性感知的D2D多播通信分析方法。在本文中,基于上行蜂窝通信的多播D2D通信被制定为一个鲁棒优化问题,该问题迎合了蜂窝内D2D多播组之间干扰信道的不确定性。采用K-means算法创建D2D分组。通过仿真,证明了信道不确定性因素的影响。组通信的增益也通过模拟显示,增加组的数量提供了D2D数据速率的显著增加,特别是从2组移动到3组时,增加了2 bps/Hz。此外,数值结果还显示了D2D群维对传输数据速率的影响,在20 ~ 60 m的变化范围内,D2D群维对传输数据速率的影响可达0.5 bps/Hz。
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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