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Asymptotic techniques for space and multi-user diversity analysis in wireless communications.

机译:无线通信中用于空间和多用户分集分析的渐近技术。

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摘要

To establish reliable wireless communication links it is critical to devise schemes to mitigate the effects of the fading channel. In this regard, this dissertation analyzes two types of systems: point-to-point, and multiuser systems.;For point-to-point systems with multiple antennas, switch and stay diversity combining offers a substantial complexity reduction for a modest loss in performance as compared to systems that implement selection diversity. For the first time, the design and performance of space-time coded multiple antenna systems that employ switch and stay combining at the receiver is considered. Novel switching algorithms are proposed and upper bounds on the pairwise error probability are derived for different assumptions on channel availability at the receiver. It is proved that full spatial diversity is achieved when the optimal switching threshold is used. Power distribution between training and data codewords is optimized to minimize the loss suffered due to channel estimation error. Further, code design criteria are developed for differential systems. Also, for the special case of two transmit antennas, new codes are designed for the differential scheme. These proposed codes are shown to perform significantly better than existing codes.;For multiuser systems, unlike the models analyzed in literature, multiuser diversity is studied when the number of users in the system is random. The error rate is proved to be a completely monotone function of the number of users, while the throughput is shown to have a completely monotone derivative. Using this it is shown that randomization of the number of users always leads to deterioration of performance. Further, using Laplace transform ordering of random variables, a method for comparison of system performance for different user distributions is provided. For Poisson users, the error rates of the fixed and random number of users are shown to asymptotically approach each other for large average number of users. In contrast, for a finite average number of users and high SNR, it is found that randomization of the number of users deteriorates performance significantly.
机译:为了建立可靠的无线通信链路,设计方案以减轻衰落信道的影响至关重要。在这方面,本文分析了两种类型的系统:点对点系统和多用户系统。对于具有多个天线的点对点系统,交换和保持分集相结合可显着降低复杂性,从而适度降低性能与实现选择多样性的系统相比。首次考虑了采用时空编码的多天线系统的设计和性能,这些系统在接收器处采用开关并保持组合。提出了新颖的切换算法,并针对接收器上信道可用性的不同假设,推导了成对错误概率的上限。证明了当使用最佳切换阈值时,可以实现完全的空间分集。优化了训练和数据码字之间的功率分配,以最小化由于信道估计误差而遭受的损耗。此外,为差分系统开发了代码设计标准。同样,对于两个发射天线的特殊情况,为差分方案设计了新代码。这些提议的代码显示出比现有代码明显更好的性能。对于多用户系统,与文献中分析的模型不同,当系统中的用户数量为随机数时,将研究多用户多样性。事实证明,错误率是用户数量的完全单调函数,而吞吐量显示具有完全单调的导数。使用它表明,用户数量的随机化总是导致性能下降。此外,使用随机变量的拉普拉斯变换排序,提供了一种用于比较不同用户分布的系统性能的方法。对于泊松用户,对于大量平均用户,固定和随机数用户的错误率显示为渐近趋近于彼此。相反,发现对于有限的平均用户数量和高SNR,发现用户数量的随机化显着降低了性能。

著录项

  • 作者

    Narasimhamurthy, Adarsh B.;

  • 作者单位

    Arizona State University.;

  • 授予单位 Arizona State University.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 169 p.
  • 总页数 169
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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