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Capacity Bounds and Interference Management for Interference Channel in Visible Light Communication Networks

机译:可见光通信网络中干扰信道的容量限制和干扰管理

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摘要

In this paper, we investigate the channel capacity region of interference channel and develop both centralized and distributed interference management schemes for visible light communication (VLC) networks. For a typical multiuser and multi-LED scenario, we derive both discrete inner and outer bounds of the channel capacity region, and such a proposed inner bound is numerically shown to be the highest among the existing inner bounds. Moreover, with continuous input signals, we develop the channel capacity region bounds in a closed form, termed (alpha, beta, gamma) (ABG) inner bound and ABG outer bound, which are tight for the large amplitude-to-variance ratio. Then, based on the derived ABG inner bounds, we investigate a centralized beamforming design problem to minimize the total transmit power under three practical constraints: peak optical power, average optical power, and average electrical power. By utilizing semidefinite relaxation technique, we reformulate this NP-hard problem as a convex semidefinite program and obtain the optimal beamformers. Furthermore, to reduce the cost of channel station information exchange, we propose a distributed coordinated interference management scheme by adopting the alternating direction method of multipliers method. Finally, numerical results are presented to evaluate the performance of the proposed interference management schemes in VLC networks.
机译:在本文中,我们研究了干扰信道的信道容量区域,并为可见光通信(VLC)网络开发了集中式和分布式干扰管理方案。对于典型的多用户和多LED场景,我们导出了信道容量区域的离散内部边界和外部边界,并且这种拟议的内部边界在数值上显示为现有内部边界中最高的。此外,在连续输入信号的情况下,我们以封闭的形式开发了通道容量区域边界,称为(α,β,γ)(ABG)内边界和ABG外边界,它们对于大的幅度变化比来说是紧密的。然后,基于派生的ABG内边界,我们研究集中式波束成形设计问题,以在以下三个实际约束下使总发射功率最小化:峰值光功率,平均光功率和平均电功率。通过使用半定松弛技术,将该NP-hard问题重新构造为凸半定程序,并获得最佳波束形成器。此外,为了降低信道站信息交换的成本,我们提出了一种采用乘法器交替方向法的分布式协调干扰管理方案。最后,给出了数值结果以评估所提出的干扰管理方案在VLC网络中的性能。

著录项

  • 来源
    《IEEE transactions on wireless communications》 |2019年第1期|182-193|共12页
  • 作者单位

    China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China|Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China;

    Shenzhen Res Inst Big Data, Shenzhen 518172, Peoples R China;

    China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China;

    China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China;

    Univ Minnesota Twin Cities, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA;

    Changan Univ, Sch Elect & Control Engn, Xian 710064, Shaanxi, Peoples R China;

    China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Jiangsu, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Visible light communication; channel capacity region; beamforming; distributed interference management;

    机译:可见光通信;信道容量区域;波束形成;分布式干扰管理;
  • 入库时间 2022-08-18 04:12:36

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