Hybrid Beamforming and DFT-Based Channel Estimation for Millimeter Wave MIMO Systems

被引:0
|
作者
Soleimani, Maliheh [1 ]
Elliott, Robert C. [1 ]
Krzymien, Witold A. [1 ]
Melzer, Jordan [2 ]
Mousavi, Pedram [1 ]
机构
[1] Univ Alberta, Elect & Comp Engn, Edmonton, AB, Canada
[2] TELUS Commun, Ottawa, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1109/PIMRC.2017.8292276
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Millimeter wave (mmWave) communication systems are considered to be a promising technology enabling gigabit-per-second data rates, as the mmWave band offers large transmission bandwidth. However, precoding in mmWave systems cannot be performed in digital domain, due to the large number of radio frequency chains required. Deploying a hybrid precoding transceiver architecture, where mmWave precoding is divided among digital and analog processing domains, is an attractive and cost-efficient alternative. Yet, the design of near-optimal hybrid precoders is a non-trivial optimization problem. In this paper, we consider transmit precoding and receive combining in mmWave systems with large antenna arrays in a partially-connected structure, then we make use of projection algorithms to greatly simplify the design problem of digital baseband and analog radio frequency precoders into two sub-optimization problems whose optimal solutions can be found. We also develop a channel estimation algorithm to estimate mmWave channel parameters via a codebook of beamforming vectors obtained through the discrete Fourier transform design. The results illustrate that the system using the proposed projection hybrid precoding and channel estimation algorithms approaches the spectral efficiency achievable when perfect channel knowledge is available.
引用
收藏
页数:7
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