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Zero-Forcing Based Limited Feedback Hybrid Precoding in mmWave Communications

机译:mmWave通信中基于零强迫的有限反馈混合预编码

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By exploiting angular sparsity that mmWave channels exhibit, limited feedback hybrid precoding (LFHP) can achieve high performance with a largely reduced system over-head. Most existing works focus on optimizing the system mutual information (SMI), where the receiver complexity is often neglected. More importantly, these SMI-oriented schemes provide no guarantee on the bit error rate (BER) performance, which is a key factor in evaluating system performance. In this paper, we work on devising a BER-oriented LFHP scheme with hybrid structure employed at the receiver. Based on the minimum BER criterion, an optimal zero-forcing based LFHP scheme is first derived when the transmitter has a digital structure. Next, an iterative algorithm is proposed to jointly construct the hybrid analog/digital precoder when both the transceivers employ hybrid structures. Simulations show that with our proposed LFHP scheme, the achieved BER under hybrid transceivers can be very close to the ideal benchmark obtained under one hybrid end.
机译:通过利用mmWave通道表现出的角度稀疏性,有限的反馈混合预编码(LFHP)可以在大幅降低系统开销的情况下实现高性能。现有的大多数工作都集中在优化系统互信息(SMI)上,在该系统中,接收器的复杂性常常被忽略。更重要的是,这些面向SMI的方案无法保证误码率(BER)性能,这是评估系统性能的关键因素。在本文中,我们致力于设计一种在接收器处采用混合结构的面向BER的LFHP方案。基于最小BER准则,当发射机具​​有数字结构时,首先会推导基于零强制的最优LFHP方案。接下来,提出了一种迭代算法,以在两个收发器都采用混合结构时共同构造混合模拟/数字预编码器。仿真表明,采用我们提出的LFHP方案,在混合收发器下获得的BER可以非常接近在一个混合端下获得的理想基准。

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