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Iterative techniques based on energy spreading transform for wireless communications.

机译:用于无线通信的基于能量扩展变换的迭代技术。

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摘要

The objective of the proposed research is to devise high-performance and low-complexity signal-detection algorithms for communication systems over fading channels. They include channel equalization to combat intersymbol interference (ISI) and multiple input multiple output (MIMO) signal detection to deal with multiple access interference (MAI) from other transmit antennas. As the demand for higher data-rate and more efficiency wireless communications increases, signal detection becomes more challenging.; We propose novel transmission and iterative signal-detection techniques based on energy spreading transform (EST). Different from the existing iterative methods based on the turbo principle, the proposed schemes are independent of channel coding. EST is an orthonormal that spreads a symbol energy over the symbol block in time and frequency for channel equalization; space and time for MIMO signal detection with flat fading channels; and space, time, and frequency for MIMO signal detection with frequency-selective fading channels. Due to the spreading, EST obtains diversity in the available domains for the specific application and increases the reliability of the feedback signal. Moreover, it enables iterative signal detection that has near interference-free performance only at the complexity of linear detectors.; Either a hard or soft decision can be fed back to the interference-cancellation stage at the subsequent iteration. The soft-decision scheme prevents error propagation of the hard-decision scheme for a low SNR and improves the performance. We analyze the performance of the proposed techniques. Analytical and simulation results show that these schemes perform very close to the interference-free systems.
机译:提出的研究的目的是为衰落信道上的通信系统设计一种高性能和低复杂度的信号检测算法。它们包括信道均衡以对抗符号间干扰(ISI)和多输入多输出(MIMO)信号检测,以处理来自其他发射天线的多址干扰(MAI)。随着对更高数据速率和更高效率的无线通信的需求增加,信号检测变得更具挑战性。我们提出了基于能量扩展变换(EST)的新型传输和迭代信号检测技术。与现有的基于turbo原理的迭代方法不同,所提出的方案与信道编码无关。 EST是正交的,它在时间和频率上在符号块上散布符号能量以进行信道均衡。具有平坦衰落信道的MIMO信号检测的空间和时间;频率选择衰落信道的MIMO信号检测的空间,时间和频率。由于扩展,EST在特定应用的可用域中获得了多样性,并提高了反馈信号的可靠性。而且,它使得迭代信号检测仅在线性检测器的复杂度下才具有几乎无干扰的性能。硬决策或软决策都可以在后续迭代中反馈到干扰消除阶段。对于低SNR,软决策方案可防止硬决策方案的错误传播,并提高性能。我们分析提出的技术的性能。分析和仿真结果表明,这些方案的性能非常接近无干扰系统。

著录项

  • 作者

    Hwang, Taewon.;

  • 作者单位

    Georgia Institute of Technology.;

  • 授予单位 Georgia Institute of Technology.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 93 p.
  • 总页数 93
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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