无线通信中应用驱动的联合上行下行链路优化

P. Marsch, P. Rost, G. Fettweis
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引用次数: 8

摘要

本文介绍了一种新的数学框架,用于推导一个基站和多个终端之间多用户空间复用的联合上行/下行可达速率区域。该框架由两个模型组成:第一个模型是上行链路(UL)和下行链路(DL)的简单传输模型,该模型能够在传输受不完全信道状态信息(CSI)约束的情况下给出容量下界。具体信道估计和反馈方案的详细模型为前一模型提供了参数输入,并涵盖了最重要的方面,如导频设计优化、线性信道估计、反馈延迟和反馈量化。我们应用这个框架来确定最优飞行员密度和CSI反馈量,给定一个UL和DL吞吐量的加权总和对于一定的用户速度是最大化的。我们表明,对于低速,如果DL吞吐量特别重要,则应该将UL的很大一部分投入到CSI反馈中。然而,在更高的速度下,深度学习性能主要受到CSI反馈延迟的影响,因此考虑到UL容量的固有牺牲,CSI反馈带来的收益很小。我们进一步表明,对于高速,完全不使用CSI反馈,而是在DL中应用随机波束形成并在时分复用中操作是有益的。
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Application driven joint uplink-downlink optimization in wireless communications
This paper introduces a new mathematical framework which is used to derive joint uplink/downlink achievable rate regions for multi-user spatial multiplexing between one base station and multiple terminals. The framework consists of two models: the first one is a simple transmission model for uplink (UL) and downlink (DL), which is capable to give a lower bound on the capacity for the case that the transmission is subject to imperfect channel state information (CSI). A detailed model for concrete channel estimation and feedback schemes provides the parameter input to the former model and covers the most important aspects such as pilot design optimization, linear channel estimation, feedback delay, and feedback quantization. We apply this framework to determine optimal pilot densities and CSI feedback quantity, given that a weighted sum of UL and DL throughput is to be maximized for a certain user velocity. We show that for low speed, and if DL throughput is of particular importance, a significant portion of the UL should be invested into CSI feedback. At higher velocity, however, DL performance becomes mainly affected by CSI feedback delay, and hence CSI feedback brings little gain considering the inherent sacrifice of UL capacity. We further show that for high velocities, it becomes beneficial to use no CSI feedback at all, but apply random beamforming in the DL and operate in time-division multiplex.
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