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A Full Duplex D2D Clustering Resource Allocation Scheme Based on a K-Means Algorithm

机译:基于k均值算法的全双工D2D聚类资源分配方案

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摘要

Although the Device-to-Device (D2D) technology in cellular networks can improve the performance of cellular systems, it creates a large amount of interference in traditional communications. In this paper, the problem of resource allocation and control in a single-cell scene is studied. First, the concept of a restricted D2D communication area and a restricted D2D user-reusage area is put forward to reduce the complexity and interference intensity of resource allocation. Second, under the premise of satisfying the QoS (Quality of Service) demands of every system user, the resource allocation algorithm is improved, the optimal allocation of resources is carried out, and the algorithm’s processes are given in detail. Our simulated experiments show that the proposed method greatly improves the spectrum efficiency and the system fairness.
机译:虽然蜂窝网络中的设备到设备(D2D)技术可以提高蜂窝系统的性能,但它会对传统通信产生大量的干扰。在本文中,研究了单胞间场景中的资源分配和控制问题。首先,提出了限制D2D通信区域和受限D2D用户 - 重用区域的概念以降低资源分配的复杂性和干扰强度。其次,在满足每个系统用户的QoS(服务质量)需求的前提下,资源分配算法得到改善,执行了资源的最佳分配,并详细给出了算法的过程。我们的模拟实验表明,该方法大大提高了频谱效率和系统公平性。

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