大型MIMO多用户系统的效率最大化

Ilgyu Choi, Chungyong Lee
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引用次数: 0

摘要

大型MIMO系统可以用简单的线性收发器实现高数据速率。然而,为了实现这一优势,需要很长时间来估计基站(BS)的信道状态信息(CSI)。当估计时间在相干时间中不可忽略时,在估计和数据传输之间存在权衡。随着估计时间的延长,数据速率增加,但数据传输时间减少。否则,由于估计时间较短,数据速率降低,但数据传输时间增加。因此,在大型MIMO系统中,需要的不是最大化数据速率本身,而是最大化有效速率。对一个合理的大型MIMO系统的效率问题进行了数学化,证明了其凹凸性,并找到了最优平衡点。
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Effective rate maximization in large MIMO multiuser system
Large MIMO system can achieve high data rate with simple linear transceiver. However, for this advantage, long time is required to estimate channel state information (CSI) at base station (BS). When estimation time is not negligible in coherence time, there exists tradeoff between estimation and data transmission. With long estimation time, data rate increases, but data transmission time decreases. Otherwise, with short estimation time, data rate decreases, but data transmission time increases. Therefore, maximizing not data rate itself but effective rate is required in large MIMO system. We mathematize an effective rate problem in a reasonable large MIMO system, and prove its concavity and find the optimal tradeoff point.
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