Transmitter-Centric Channel Estimation and Low-PAPR Precoding for Millimeter-Wave MIMO Systems

被引:6
作者
Guo, Ziyu [1 ]
Yilmaz, Yasin [2 ]
Wang, Xiaodong [3 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[3] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
基金
美国国家科学基金会;
关键词
Millimeter wave communications; large-scale MIMO; analog beamforming; precoding; peak-to-average power ratio (PAPR); level-triggered sampling; channel estimation; PARAMETER-ESTIMATION; ANTENNA-ARRAY; CAPACITY; GHZ; NETWORKS;
D O I
10.1109/TCOMM.2016.2544931
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
The small wavelength at millimeter wave (mmWave) allows to pack antenna arrays in a very small area enabling practical large-scale MIMO. However, wideband and high-precision analog-to-digital converters (ADCs) are very expensive and power-hungry. In this paper, we propose a mmWave MIMO communication system that employs simple one-bit ADCs at the receiver and MIMO precoding at the transmitter. One significant challenge associated with this system is efficient channel estimation based on one-bit quantized channel output. We propose a novel continuous-time channel estimator based on level-triggered sampling, a nonuniform sampling scheme that offers estimation performance similar to that of the estimator based on full-precision channel output. We also develop the transmitter precoding scheme that reduces the transmit peak-to-average power ratio (PAPR) and, at the same time, equalizes the antenna cross-talks so that receiver demodulation can be implemented simply by symbol-rate slicing. Extensive simulation results are provided to demonstrate the effectiveness of the proposed channel estimation and precoding techniques for mmWave systems.
引用
收藏
页码:2925 / 2938
页数:14
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