Power control scheme using particle swarm optimization method in resource allocation process on D2D underlaying communication

V. Prabowo, Linda Meylani, Ersa Rahma Aqila Majid, A. A. Muayyadi
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Abstract

Fast growing number of cellular telecommunication technology resulting on the increasing number of the user equipment. This condition increased the eNodeB load. To overcome this problem, the device-to-device (D2D) underlaying communication is introduced. In underlaying scheme, the D2D user equipment (DUE) will do the communication process using the same radio resources with the conventional cellular user equipment (CUE). To avoid a severe interference between these two types of user in the system, a good resource allocation is needed. In this work, a power control scheme using particle swarm optimization (PSO) is proposed, to manage the transmit power on each user on the system. The power control scheme take place after the greedy scheduling algorithm, after all user is given a resource block (RB) to do the communication process. The power transmit for each user is managed to reach a better system capacity, and to reduce the power consumed in one communication process. From the simulation, the PSO power control can improve the sumrate and spectral efficiency up to 12.97% and 3.38% respectively. The PSO power control also can reduce the power consumed by the system up to 8.84%. The fairness happens among the CUEs also can be maintained, despite of the decreasing fairness among DUEs.
D2D底层通信资源分配过程中的粒子群优化功率控制方案
蜂窝式通信技术的快速发展导致了用户设备数量的不断增加。这种情况增加了eNodeB负载。为了克服这个问题,引入了设备到设备(D2D)底层通信。在底层方案中,D2D用户设备(DUE)将使用与传统蜂窝用户设备(CUE)相同的无线电资源进行通信过程。为了避免系统中这两种类型的用户之间的严重干扰,需要进行良好的资源分配。提出了一种基于粒子群优化(PSO)的功率控制方案,对系统中每个用户的发射功率进行管理。电源控制方案是在贪婪调度算法之后进行的,之后给所有用户分配一个资源块(RB)来完成通信过程。对每个用户的功率传输进行管理,以达到更好的系统容量,并减少一次通信过程中的功耗。仿真结果表明,PSO功率控制可使系统的栅格效率和频谱效率分别提高12.97%和3.38%。PSO功率控制可使系统功耗降低8.84%。尽管会费之间的公平性降低,但会费之间的公平性仍然可以保持。
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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6 weeks
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