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Orchestrating Resource Management in LTE-Unlicensed Systems With Backhaul Link Constraints

机译:具有回程链路约束的LTE非授权系统中的编排资源管理

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摘要

Long term evolution (LTE)-unlicensed, an extension of LTE Advanced to unlicensed spectrum, can provide high performance and seamless user experience. To reap the full benefits of the LTE-unlicensed deployment, efficient resource allocation and interference management are critical to ensuring a harmonious coexistence between LTE-unlicensed and WiFi systems. In this paper, we study a resource orchestration scheme for an LTE-unlicensed network where small cells share the same unlicensed spectrum with a WiFi system. An optimization problem for channel and power allocations is formulated to maximize the overall network utility, which is an NP-hard problem. The problem is constrained on meeting the desired data rate demands of the served small-cell users, the capacity-limited backhaul links, and the maximum tolerable interference at the WiFi access point. To solve this challenging problem, a distributed solution based on Lagrangian relaxation is proposed to assist the LTE-unlicensed network in making decisions on channel allocation and transmit power. Furthermore, low-complexity solutions are devised upon applying the one-to-one matching game theory. The simulation results with practical parameter settings show that the proposed algorithms converge to the suboptimal solution after a small number of iterations in the considered examples.
机译:未经许可的长期演进(LTE)是LTE Advanced到未经许可的频谱的扩展,可以提供高性能和无缝的用户体验。为了获得LTE许可部署的全部好处,有效的资源分配和干扰管理对于确保LTE许可与WiFi系统之间的和谐共存至关重要。在本文中,我们研究了LTE非授权网络的资源编排方案,其中小小区与WiFi系统共享相同的非授权频谱。制定了针对信道和功率分配的优化问题,以最大化整个网络的实用性,这是一个NP难题。该问题受限于满足服务的小型小区用户的所需数据速率要求,容量受限的回程链路以及WiFi接入点处的最大可容忍干扰。为了解决这一挑战性问题,提出了一种基于拉格朗日松弛的分布式解决方案,以协助无LTE的网络做出有关信道分配和发射功率的决策。此外,在应用一对一匹配博弈理论的基础上,设计了低复杂度的解决方案。在实际参数设置下的仿真结果表明,在所考虑的示例中,经过几次迭代后,所提出的算法收敛到次优解。

著录项

  • 来源
    《IEEE transactions on wireless communications》 |2019年第2期|1360-1375|共16页
  • 作者单位

    Kyung Hee Univ, Dept Comp Sci & Engn, Global Campus, Seoul 446701, South Korea;

    Kyung Hee Univ, Dept Comp Sci & Engn, Global Campus, Seoul 446701, South Korea|Univ Sydney, Sch Comp Sci, Sydney, NSW 2006, Australia;

    Univ Newcastle, Sch Elect Engn & Comp, Callaghan, NSW 2308, Australia;

    Kyung Hee Univ, Dept Comp Sci & Engn, Global Campus, Seoul 446701, South Korea|Univ Houston, Elect & Comp Engn Dept, Houston, TX 77004 USA|Univ Houston, Dept Comp Sci, Houston, TX 77004 USA;

    Kyung Hee Univ, Dept Comp Sci & Engn, Global Campus, Seoul 446701, South Korea;

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

    Dual decomposition; matching theory; LTE-unlicensed; resource allocation;

    机译:对偶分解;匹配理论;无LTE;资源分配;

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