宽带时空通信:从基于传播的模型到信息论的设计处方

G. Barriac, N. Jacobsen, Upamanyu Madhow
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引用次数: 1

摘要

虽然时空或多天线通信的大部分活动都集中在窄带室内系统上,但在这项工作中,我们考虑了第四代蜂窝和固定无线系统典型的宽带室外信道的互补设置,重点是正交频分复用(OFDM)。从文献中的传播研究开始,我们获得了一个信息论设计处方的分析框架,与传统的时空通信策略相比,它提高了性能,同时降低了收发器的复杂性。我们引入了隐式反馈的概念,适用于TDD和FDD系统,其中基站通过对上行链路的测量进行跨频率的平均来学习下行链路空间信道的空间协方差。我们开发了具有这种“自由”反馈的系统优化天线间距的经验法则,并表明基站的天线数量可以按比例增加,从而增加波束形成增益,而不会增加移动设备的复杂性。空间协方差估计还简化了上行链路上的接收机处理,实现了一种新的非相干本征波束形成方法,该方法无需显式信道估计即可产生波束形成增益。这些结果的关键是观察到,对于适当间隔的天线元件,典型的室外蜂窝信道具有少量的主导空间特征模式,即使基站的天线元件数量按比例增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wideband space-time communication: from propagation-based models to information-theoretic design prescriptions
While much of the activity on space-time, or multi-antenna, communication has focused on narrowband indoor systems, in this work, we consider the complementary setting of wideband outdoor channels typical of fourth generation cellular and fixed wireless systems, with a focus on orthogonal frequency division multiplexing (OFDM). Starting from propagation studies available in the literature, we obtain an analytical framework for information-theoretic design prescriptions that, compared to conventional space-time communication strategies, improve performance while reducing transceiver complexity. We introduce the notion of implicit feedback, applicable to both TDD and FDD systems, in which the base station learns the spatial covariance of the downlink spatial channel by averaging uplink measurements across frequency. We develop rules of thumb for optimizing antenna spacing for systems with such "free" feedback and show that the number of antennas at the base station can be scaled up, thus increasing the beamforming gain, without any increase in complexity at the mobile. Spatial covariance estimation also simplifies receiver processing on the uplink, enabling a novel method of noncoherent eigenbeamforming, which yields beamforming gains without explicit channel estimation. Key to these results is the observation that, for appropriately spaced antenna elements, a typical outdoor cellular channel has a small number of dominant spatial eigenmodes, even as the number of antenna elements at the base station is scaled up.
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