Partial waterfilling with reduced feedback for sum discrete-rate maximization in SU-MIMO systems

P. Layec, R. Visoz, A. Berthet
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Abstract

Waterfilling enables a dramatic increase in capacity of multiple antenna systems, but requires perfect knowledge at transmitter.When a finite discrete rate is available, this algorithm is no more optimal since the interest lies in maximizing the sum discrete-rate. In this paper, motivated by a feedback reduction, we introduce a transceiver that partially decouples the channel into parallel subchannels. From the analogy between multi-user and single-user channels, we propose a discrete rate iterative waterfilling procedure. It first relies on the classical iterative waterfilling, and then rounds continuous rates to discrete rates with an efficient use of residual power. Simulations show that a substantial enhancement of the discrete bit loading process is provided. We further investigate the trade-off feedback-performance of different waterfilling-based systems. Simulations point out that the proposed scheme outperforms the waterfilling with nearly 60% of feedback reduction in the moderate to high SNR region, while achieving nearly 90% of the sum discrete-rate waterfilling at low SNR.
SU-MIMO系统离散率最大化的减少反馈部分充水
充水可以使多天线系统的容量急剧增加,但需要对发射机有充分的了解。当可用的离散率有限时,该算法不再是最优的,因为它的兴趣在于最大化离散率的总和。在本文中,由于反馈减少,我们引入了一种收发器,该收发器将信道部分解耦为并行子信道。从多用户通道和单用户通道的类比出发,提出了离散速率迭代注水过程。它首先依赖于经典的迭代注水,然后利用剩余功率将连续速率舍入到离散速率。仿真结果表明,该方法大大改善了离散钻头加载过程。我们进一步研究了不同充水系统的权衡反馈性能。仿真结果表明,该方案在中高信噪比区域的反馈降幅接近60%,而在低信噪比区域的累计离散率注水降幅接近90%。
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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