分离相关衰落多址MIMO信道遍历容量区域研究

Erwin Riegler, G. Taricco
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引用次数: 10

摘要

利用渐近方法研究了多址分离相关衰落MIMO信道的遍历容量区域。假设发射天线和接收天线的数量渐近增长,接近有限值,而用户数量和信噪比保持有限。数值结果表明,即使天线数只有几个单位,这种渐近方法也是非常精确的。根据所提供的算法推导出所有用户实现协方差矩阵的遍历容量,并将相应容量与iid功率分配实现的互信息进行比较。为了验证渐近结果的准确性,还报道了蒙特卡罗模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Ergodic Capacity Region of the Separately Correlated Rician Fading Multiple Access MIMO Channel
The ergodic capacity region of a multiple access separately-correlated Rician fading MIMO channel is investigated by using an asymptotic approach. It is assumed that the number of transmit and receive antennas grow asymptotically approaching finite values while the number of users and the SNR are kept finite. It is shown by numerical results that this asymptotic approach is very accurate even when the number of antennas is as low as a few units. The ergodic capacity achieving covariance matrices for all users are derived according to the algorithm provided and the corresponding capacity is compared with the mutual information achieved by iid power allocation. Monte-Carlo simulations are also reported in order to verify the accuracy of the asymptotic results.
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