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Relay-Assisted and QoS Aware Scheduling to Overcome Blockage in mmWave Backhaul Networks

机译:中继辅助和QoS意识调度可克服mmWave回传网络中的阻塞

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摘要

In the scenario where small cells are densely deployed, the millimeter wave (mmWave) wireless backhaul network has been widely used. However, mmWave is easily blocked by obstacles, and how to forward the data of the blocked flows is still a significant challenge. To ensure backhauling capacity, the quality of service (QoS) requirements of flows should be satisfied. In this paper, we investigate the problem of optimal scheduling to maximize the number of flows satisfying their QoS requirements with relays exploited to overcome blockage. To achieve a practical solution, we propose a relay-assisted and QoS aware (RAQS) scheduling scheme for the backhaul networks, called RAQS. It consists of a relay selection algorithm and a transmission scheduling algorithm. The relay selection algorithm selects non-repeating relays with high link rates for the blocked flows, which helps to achieve the QoS requirements of flows as soon as possible. Then, according to the results of relay selection, the transmission scheduling algorithm exploits concurrent transmissions to satisfy the QoS requirements of flows as much as possible. Extensive simulations show RAQS can effectively overcome the blockage problem, and increase the number of completed flows and network throughput compared with other schemes. In particular, the impact of relay selection parameter is also investigated to further guide the relay selection.
机译:在小小区密集部署的情况下,毫米波(mmWave)无线回传网络已被广泛使用。但是,mmWave容易被障碍物阻塞,如何转发被阻塞流的数据仍然是一个重大挑战。为了确保回程容量,应满足流的服务质量(QoS)要求。在本文中,我们研究了利用中继来克服阻塞的最佳调度问题,以最大程度地满足其QoS要求的流数量。为了实现实用的解决方案,我们提出了一种用于回程网络的中继辅助和QoS感知(RAQS)调度方案,称为RAQS。它由中继选择算法和传输调度算法组成。中继选择算法为被阻塞的流选择具有高链路速率的非重复中继,这有助于尽快实现流的QoS要求。然后,根据中继选择的结果,传输调度算法利用并发传输来尽可能满足流的QoS要求。大量的仿真表明,与其他方案相比,RAQS可以有效地解决阻塞问题,并增加完成的流量和网络吞吐量。特别是,还研究了继电器选择参数的影响,以进一步指导继电器的选择。

著录项

  • 来源
    《IEEE Transactions on Vehicular Technology》 |2019年第2期|1733-1744|共12页
  • 作者单位

    Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing Engn Res Ctr High Speed Railway Broadband, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China;

    Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing Engn Res Ctr High Speed Railway Broadband, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China;

    Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing Engn Res Ctr High Speed Railway Broadband, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China;

    Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, State Key Lab Microwave & Digital Commun, Dept Elect Engn, Beijing 100084, Peoples R China;

    Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA;

    Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing Engn Res Ctr High Speed Railway Broadband, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China;

    Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing Engn Res Ctr High Speed Railway Broadband, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    millimeter wave; QoS; wireless backhaul;

    机译:毫米波QoS无线回传;

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