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arXiv 1002.0424cs.ITmath.IT
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MIMO干扰信道下的协作算法

Cooperative Algorithms for MIMO Interference Channels

Steven W. Peters, Robert W. Heath

摘要:

干扰对齐是一种利用干扰信道中所有可用自由度与任意数量的用户进行传输的技术。然而,大多数关于干扰对齐的现有工作忽略了来自网络中不参与对齐操作的其他节点的干扰。本文提出了三种广义的干扰对齐的多天线干扰信道与多个用户,考虑有色噪声,模型不协调的干扰。首先,提出了一种最小干扰加噪声泄漏算法,当噪声为空间白噪声或可忽略不计时,该算法等价于以前的子空间方法。一个联合的最小均方误差设计,然后提出了联合优化的发射预编码器和接收空间滤波器,而以前的设计忽略了接收空间滤波器。该算法被证明是以前的联合MMSE设计,如广播信道的其他系统配置的推广。最后,最大信号干扰噪声比算法被证明是收敛的,不同于以前的最大信干噪比算法。后两种设计被示出具有增加的复杂性,由于非正交预编码器,更多的迭代,或更多的信道状态知识比最小INL或子空间方法。这些算法的吞吐量性能的总和进行了模拟的上下文中的网络与不协调的同信道干扰不参与对齐协议。发现具有同信道干扰的网络可以受益于采用被设计为考虑该干扰的预编码器,但是在某些情况下,忽略同信道干扰是有利的。

英文摘要:

Interference alignment is a transmission technique for exploiting all available degrees of freedom in the interference channel with an arbitrary number of users. Most prior work on interference alignment, however, neglects interference from other nodes in the network not participating in the alignment operation. This paper proposes three generalizations of interference alignment for the multiple-antenna interference channel with multiple users that account for colored noise, which models uncoordinated interference. First, a minimum interference-plus-noise leakage algorithm is presented, and shown to be equivalent to previous subspace methods when noise is spatially white or negligible. A joint minimum mean squared error design is then proposed that jointly optimizes the transmit precoders and receive spatial filters, whereas previous designs neglect the receive spatial filter. This algorithm is shown to be a generalization of previous joint MMSE designs for other system configurations such as the broadcast channel. Finally, a maximum signal-to-interference-plus-noise ratio algorithm is developed that is proven to converge, unlike previous maximum SINR algorithms. The latter two designs are shown to have increased complexity due to non-orthogonal precoders, more required iterations, or more channel state knowledge than the min INL or subspace methods. The sum throughput performance of these algorithms is simulated in the context of a network with uncoordinated co-channel interferers not participating in the alignment protocol. It is found that a network with cochannel interference can benefit from employing precoders designed to consider that interference, but in some cases, ignoring the co-channel interference is advantageous.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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