Performance investigation of MMSE-based interference alignment for multiuser MIMO UWB

C. Le, E. Dimitrov, S. Moghaddamnia, T. Kaiser
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引用次数: 4

Abstract

To achieve the full multiplexing gains or the degrees of freedom of the K-multiuser MIMO interference channel, the interference alignment technique has been proposed and investigated. The main idea of interference alignment is to design the pre-coder at each transmitter, so that each receiver can align all interference from undesired transmitters in interference subspaces by exploiting knowledge of the channel state information (CSI) of all transmission links. Currently, a closed-form solution for the pre-coding filters exists only for the case of up to three users and provides poor sum-rate performance compared to iterative algorithms. Furthermore, all available algorithms for interference alignment were investigated only for the case, where each transmitter sends only one data stream. In this paper, the MMSE-based interference alignment is exploited to improve the BER and sum-rate performance of the system especially in the low SNR regime. This paper focuses on a multiuser MIMO UWB system based on MB-OFDM with arbitrary number of independent data streams per user. The simulation results confirm that the MMSE-based interference alignment provides sum-rate and BER superior to Orthogonal Frequency-Division Multiple Access (OFDMA) at marginal performance degradation.
基于mmse的多用户MIMO超宽带干扰对准性能研究
为了实现k多用户MIMO干扰信道的全复用增益或自由度,提出并研究了干扰对准技术。干扰对齐的主要思想是在每个发射机上设计预编码器,使每个接收机能够利用所有传输链路的信道状态信息(CSI)知识,在干扰子空间中对齐来自不需要的发射机的所有干扰。目前,预编码滤波器的封闭解决方案仅适用于最多三个用户的情况,并且与迭代算法相比,其求和速率性能较差。此外,仅针对每个发射机只发送一个数据流的情况,研究了所有可用的干扰对准算法。本文利用基于mmse的干扰对准技术来提高系统的误码率和和率性能,特别是在低信噪比条件下。本文研究了一种基于MB-OFDM的多用户MIMO超宽带系统,该系统具有任意数量的独立数据流。仿真结果表明,基于mmse的干扰对准在性能降低的情况下提供了优于正交频分多址(OFDMA)的和速率和误码率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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