基于信息理论的无线MISO广播预编码研究

Zhenyu Charlus Zhang;Anas Chaaban;Steve Hranilovic
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引用次数: 0

摘要

多输入单输出(MISO)高斯广播信道(BC)在每个发射器峰值幅度约束下出现在自然室内光通信(OWC)应用中,由于许多灯具和简单的光接收器的可用性。在本文中,我们研究了双用户峰幅约束MISO BC的可实现速率区域,目标是在使用零强迫(ZF)预编码的基础上增加速率区域。为此,本文提出了一种将目前研究的离散状态脏纸信道(DPC)与MISO BC的ZF预编码相结合的预编码方案,称为DPC-ZF预编码。我们推导了所提出的预编码方案的可实现速率区域,并通过模拟一个双用户室内OWC广播系统,将其与ZF预编码所实现的速率区域进行了数值比较。数值结果表明,与ZF预编码相比,DPC-ZF预编码在可达速率区域上有显著提高,这意味着存在更强大的OWC广播干扰管理方案。
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On Precoding for Optical Wireless MISO Broadcasting—An Information Theoretic Perspective
The multiple-input-single-output (MISO) Gaussian broadcast channel (BC) under per-emitter peak-amplitude constraint arises in naturally indoor optical wireless communication (OWC) applications due to the availability of many luminaires and simple photo receivers. In this paper, we study the achievable rate region of the two-user peak-amplitude constrained MISO BC with the goal of increasing the rate region beyond the one achieved using zero-forcing (ZF) precoding. To this end, a novel precoding scheme is proposed that combines a type of discrete-state dirty paper channel (DPC) studied recently and ZF precoding for the MISO BC, termed the DPC-ZF precoding. We derive the achievable rate region of the proposed precoding scheme, and compare it with the one achieved by ZF precoding numerically by simulating a two-user indoor OWC broadcasting system. Numerical results show a significant improvement in the achievable rate region through DPC-ZF precoding compared to ZF precoding, implying the existence of more powerful interference management schemes for OWC broadcasting.
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