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Composite Fading Channel Modeling and Information Capacity of Distributed Antenna Architectures in Cellular Networks.

机译:蜂窝网络中分布式天线架构的复合衰落信道建模和信息容量。

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摘要

The introduction of new schemes that are based on the communication among distributed ports or nodes, has motivated the use of composite fading models due to the fact that the distributed ports/nodes experience different multipath fading and shadowing statistics, which will subsequently determine the required statistics for the performance analysis of different trans-receivers. However, most of the existing work on the performance of distributed antenna systems (DASs) in cellular networks rely on lognormal shadowing models, which do not lead to closed-form expressions for the composite fading statistics and for subsequent performance metrics. In this thesis, the more tractable generalized-K composite fading model is adopted. It is shown, using the moment matching method, that the generalized-K distribution can be region-wise approximated by the familiar Gamma distribution and then the statistics for both the sum and the weighted sum of generalized- K random variables are studied for both the independent and correlated scenarios.;Another line of research that was motivated by the introduction of DASs is the effect of the individual power constraints at each distributed antenna port (DAP) on the design and analysis of optimal/suboptimal transmission strategies. In this thesis, the optimality range of beamforming under the individual power constraints is derived for correlated two-input multi-output channels. Finally, the developed results on the statistics for the weighted sum of generalized- K random variables are utilized to study the performance of DASs in both single-cell and multi-cell environments to reveal the gains of cellular DASs and to develop insights into their design.
机译:由于分布式端口/节点会经历不同的多径衰落和影子统计,因此引入基于分布式端口或节点之间通信的新方案已激发了复合衰落模型的使用,随后将确定所需的统计信息用于不同收发器的性能分析。但是,有关蜂窝网络中分布式天线系统(DAS)性能的大多数现有工作都依赖于对数正态阴影模型,该模型不会导致复合衰落统计信息和后续性能指标的闭式表达式。本文采用更易处理的广义K复合衰落模型。结果表明,使用矩匹配方法,可以通过熟悉的Gamma分布对广义K分布进行区域近似,然后研究广义K随机变量的总和和加权总和的统计量。引入DAS的另一项研究是在每个分布式天线端口(DAP)的单独功率限制对最佳/次优传输策略的设计和分析的影响。本文针对相关的两输入多输出信道,推导了在单个功率约束下波束成形的最优范围。最后,利用广义K随机变量加权总和的统计结果,研究DAS在单细胞和多细胞环境中的性能,以揭示细胞DAS的优势并对其设计产生深刻见解。

著录项

  • 作者

    Al-Ahmadi, Saad.;

  • 作者单位

    Carleton University (Canada).;

  • 授予单位 Carleton University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 115 p.
  • 总页数 115
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:36:54

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