中继辅助设备间通信聚类算法的能效问题

Niemah Osman, Ali Toum, Tagwa Muhammed, Bara Muhammed, Alhassan Alebied
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摘要

设备到设备(D2D)通信中数据传输的能效可延长服务连续性所需的电池寿命。D2D 中的一种通信方法是集群,由一个用户设备(UE)在集群成员和基站(NodeB)之间转发数据。本文评估了三种 D2D 集群算法的能效:轮循算法(簇首选择在簇成员之间轮流进行)、最小距离算法(选择离节点基站最近的 UE 为簇首)和最小剩余电量算法(电池电量最高的 UE 为簇首)。仿真考虑了 UE 与 NodeB 距离不同、静止或以一定速度移动的各种情况。结果表明,当 UE 靠近 NodeB 并移动时,最小距离算法是最节能的算法。只要 UE 处于移动状态,该算法的性能也优于其他算法;这样,簇头的选择就会在簇成员之间轮换。结果还显示,与传统的 LTE 相比,聚类可节省高达 47.4% 的能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ON THE ENERGY EFFICIENCY OF CLUSTERING ALGORITHMS FOR RELAY ASSISTED DEVICE-TO-DEVICE COMMUNICATION
The energy efficiency of data transmission in Device-to-Device (D2D) communication extends battery lives necessary for service continuity. One communication method in D2D is clustering where one User Equipment (UE) relays data between cluster members and the base station (NodeB). This paper evaluates the energy efficiency of three D2D clustering algorithms: Round Robin, where the cluster head selection is rotational among cluster members, Minimum Distance, where the UE closest to the NodeB is selected cluster head, and Minimum Remaining Power where the UE with the highest battery level is the cluster head. A simulation is developed considering various scenarios where UEs are at different distances from the NodeB, and either stationary or moving at certain speeds. Results reveal that the Minimum Distance is the most energy efficient algorithm when UEs are nearby the NodeB and moving. It also outperforms other algorithms as long as UEs are on the move; so that selection of cluster head is rotated among cluster members. Results also show that maximum energy savings due to clustering are up to 47.4% compared to traditional LTE.
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