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Precoding Technique for Ill-Conditioned Massive MIMO-VLC System

机译:病态大规模MIMO-VLC系统的预编码技术

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Visible light communications (VLC) has lately emerged as a viable supplement to existing radio frequency (RF) based communication systems, and is an integral component of future communication systems. The possibility of deploying massive arrays of light emitting diodes (LED) and photo-detectors (PD), which translates to a massive array of multiple input multiple output (MIMO) system for VLC, have been recently proposed. However, massive-MIMO in VLC has the following drawbacks which limit its practical deployment: a) high condition number of the channel matrix, which negatively affects the robustness of traditional channel-inversion based detection, and b) high interference in a multi-user setting due to correlated columns of the overall MIMO channel matrix. In this paper, the multi-user (MU) massive-MIMO in VLC is considered, and a precoding technique is proposed that induces diverse effective channel matrices for different users, and hence facilitates MU detection using ordered successive interference cancellation. Further, it is shown that the proposed precoding technique maximizes an upper bound of the overall sum-rate of the MU massive-MIMO system. Lastly, simulations have been performed for MU massive LED and PD arrays demonstrating that the proposed precoding technique outperforms existing precoding techniques, and hence is a viable solution for massive-MIMO in VLC.
机译:可见光通信(VLC)最近作为对现有基于射频(RF)的通信系统的可行补充而出现,并且是未来通信系统的组成部分。最近已经提出了部署大型阵列的发光二极管(LED)和光电检测器(PD)的可能性,该阵列转化为用于VLC的大型多输入多输出(MIMO)系统。但是,VLC中的大规模MIMO具有以下缺点,限制了其实际部署:a)信道矩阵的条件数高,这会对传统的基于信道反转的检测的鲁棒性产生负面影响,并且b)多用户中的高干扰由于整个MIMO信道矩阵的相关列而进行的设置。在本文中,考虑了VLC中的多用户(MU)大规模MIMO,提出了一种预编码技术,该方法可为不同用户引入不同的有效信道矩阵,从而有助于使用有序连续干扰消除进行MU检测。此外,示出了所提出的预编码技术使MU大规模MIMO系统的总和率的上限最大化。最后,已经对MU大型LED和PD阵列进行了仿真,证明了所提出的预编码技术优于现有的预编码技术,因此对于VLC中的大规模MIMO是可行的解决方案。

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