无线选频信道的互信息和容量研究

M. Rupp, J. García-Naya, C. Mehlführer, S. Caban, L. Castedo
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引用次数: 13

摘要

这篇论文有两个主要贡献。首先,我们提出了测量的频率选择无线信道,并表明互信息和容量之间只有很小的差异。对于单天线信道,最大差异约为0.15 bit/s/Hz,但典型差异要小得多。这些差异随着发射和接收天线数量的增加而增加,对于2x2 MIMO信道,最大可达到约0.4 bit/s/Hz,对于4x4 MIMO信道,最大可达到约1.8 bit/s/Hz。第二个贡献是频率选择无线信道的简单双参数信道模型,在容量和互信息方面表现出与测量信道相同的行为。由于其简单性,这种所谓的贫富模型特别适合于快速仿真和信息论领域的分析研究。
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On Mutual Information and Capacity in Frequency Selective Wireless Channels
This paper has two major contributions. First, we present measured frequency selective wireless channels and show that there is only a small difference between mutual information and capacity. For single-antenna channels the maximum difference is about 0.15 bit/s/Hz, but typical differences are much smaller. These differences are increased with the number of transmit and receive antennas, achieving a maximum of about 0.4 bit/s/Hz for 2x2 MIMO channels and about 1.8 bit/s/Hz for 4x4 MIMO channels. The second contribution is a simple two-parameter channel model for frequency selective wireless channels, exhibiting the identical behavior in terms of capacity and mutual information than the measured channels. Due to its simplicity, this so-called poor-rich model is especially suitable for fast simulations and for analytical research in the field of information theory.
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