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Adaptive frequency-domain equalization for single-carrier multiple-input multiple-output wireless transmissions

机译:单载波多输入多输出无线传输的自适应频域均衡

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摘要

Channel estimation and tracking pose real problems in broadband single-carrier wireless communication systems employing multiple transmit and receive antennas. An alternative to estimating the channel is to adaptively equalize the received symbols. Several adaptive equalization solutions have been researched for systems operating in the time domain. However, these solutions tend to be computationally intensive. A low-complexity alternative is to adaptively equalize the received message in thefrequency domain. In this paper, we present an adaptive frequency-domain equalization (FDE) algorithm for implementation in single-carrier (SC) multiple-input multiple-output (MIMO) systems. Furthermore, we outline a novel method of reducing theoverhead required to train the proposed equalizer. Finally, we address the issues of complexity and training sequence design.Other computationally efficient adaptive FDE algorithms for use in SC systems employing single transmit and receive antennas,receive diversity, or space-time block codes (STBC) can be found in the literature. However, the algorithm detailed in this paper can be implemented in STBC systems as well as in broadband spatial multiplexing systems, making it suitable for use in high data rateMIMO applications.
机译:在采用多个发射和接收天线的宽带单载波无线通信系统中,信道估计和跟踪带来了实际问题。估计信道的另一种方法是自适应地均衡接收到的符号。已经针对在时域中运行的系统研究了几种自适应均衡解决方案。但是,这些解决方案往往需要大量计算。低复杂度的替代方案是在频域中自适应均衡接收到的消息。在本文中,我们提出了一种自适应频域均衡(FDE)算法,可在单载波(SC)多输入多输出(MIMO)系统中实现。此外,我们概述了一种减少训练所需均衡器所需开销的新颖方法。最后,我们解决了复杂性和训练序列设计的问题。在文献中可以找到在具有单发射和接收天线,接收分集或空时分组码(STBC)的SC系统中使用的其他计算效率高的自适应FDE算法。但是,本文详细介绍的算法可以在STBC系统以及宽带空间复用系统中实现,因此适合在高数据速率MIMO应用中使用。

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