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Robust power control strategy based on hierarchical game with QoS provisioning in full-duplex femtocell networks

机译:全双工毫微微小区网络中基于QoS配给的基于分层博弈的鲁棒功率控制策略

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摘要

In this paper, power control problem for full-duplex communications in two-tier femtocell networks is studied, where femtocells share the same frequency with macrocell uplink. In order to be more practical, the channel uncertainty in the real communication environment is considered, and described as probability constraints. To reduce the cross-tier and co-tier interferences among users and achieve the tradeoff of better quality of service(QoS) requirement and lower power consumption, a hierarchical game framework to allocate power is formulated. According to different design objectives, marginal utility and the symbol error rate (SER) are guaranteed in uplink, and transmission rate and delay are guaranteed in downlink. The utility of both uplink and downlink users are maximized. The Lagrangian method and sub-gradient method are used to solve the optimization problem and determine the optimal solution, respectively. A power iteration algorithm to achieve game equilibrium is provided. The simulation results show that the proposed algorithm behaves better performance in aspect of convergence, robustness and QoS provisioning. (C) 2019 Published by Elsevier B.V.
机译:本文研究了两层毫微微小区网络中全双工通信的功率控制问题,其中毫微微小区与宏小区上行链路共享相同的频率。为了更加实用,考虑了真实通信环境中的信道不确定性,并将其描述为概率约束。为了减少用户之间的跨层和同层干扰,并达到更好的服务质量(QoS)要求和更低的功耗的权衡,制定了一种分层的游戏框架来分配功率。根据不同的设计目标,在上行链路中保证边际效用和符号错误率(SER),在下行链路中保证传输率和延迟。上行链路和下行链路用户的效用均已最大化。拉格朗日法和次梯度法分别用于解决优化问题和确定最优解。提供了一种用于实现博弈均衡的功率迭代算法。仿真结果表明,该算法在收敛性,鲁棒性和QoS提供方面表现出较好的性能。 (C)2019由Elsevier B.V.发布

著录项

  • 来源
    《Computer networks》 |2019年第4期|92-104|共13页
  • 作者单位

    Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China;

    Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China;

    Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China;

    Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China;

    Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China;

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

    Full duplex communications; Robust power control; Hierarchical game; QoS;

    机译:全双工通信;强大的功率控制;层次游戏;QoS;

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