有限信噪比下多路和分集对空间多路MIMO信道遍历容量的贡献

Maher Arar, A. Yongaçoğlu
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引用次数: 2

摘要

研究表明,虽然空间复用MIMO信道的复用效应在无限信噪比下对遍历容量的影响最大,但当天线数量增加到中等水平时,分集对提高有限信噪比下遍历容量的贡献与复用相当或更大。例如,我们表明,对于相同数量的8个发射和接收天线,信噪比为<时,分集对遍历容量的贡献超过了多路复用;13dB,这是即将到来的LTE-Advanced等4G标准的可能实际场景。这一结果使我们得出结论,当天线数量增长到中等水平时,使用提取全部分集的空间复用检测算法(如最大似然(ML)算法)变得更加重要。
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Contribution of multiplexing and diversity to ergodic capacity of spatial multiplexing MIMO channels at finite SNR
We show that while the multiplexing effect of the spatial multiplexing MIMO channel has the greatest influence on ergodic capacity at infinite SNR, the contribution of diversity to enhancing ergodic capacity at finite SNR is comparable to or greater than that of multiplexing as the number of antennas increases to a moderate level. For instance, we show that the contribution of diversity to ergodic capacity surpasses that of multiplexing for an equal number of transmit and receive antennas of eight and SNR < 13dB, a possible practical scenario for the upcoming 4G standards such as LTE-Advanced. This result leads us to conclude that the use of spatial multiplexing detection algorithms that extract the full diversity, such as the Maximum Likelihood (ML) algorithm, becomes more crucial when the number of antennas grows to a moderate level.
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