Hybrid Precoder Design With Minimum-Subspace-Distortion Quantization in Multiuser mmWave Communications

Hybrid precoding has been a promising technique in millimeter wave (mmWave) communications, providing a balanced tradeoff between system performance and hardware complexity. Existing hybrid precoding schemes either require full channel state information (CSI) or use codebook-based design, causing la...

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Vydané v:IEEE transactions on vehicular technology Ročník 69; číslo 10; s. 11055 - 11065
Hlavní autori: Ni, Zhitong, Zhang, J. Andrew, Yang, Kai, Gao, Fei, An, Jianping
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York IEEE 01.10.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:
Adaptive systems
Algorithms
Baseband
Distortion
eigenbeam
Feedback
hybrid precoding
Measurement
Millimeter wave communication
Millimeter waves
MIMO communication
Performance degradation
Phase shifters
Precoding
Quantization (signal)
Radio frequency
System performance
vector quantization
ISSN:0018-9545, 1939-9359
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Shrnutí:Hybrid precoding has been a promising technique in millimeter wave (mmWave) communications, providing a balanced tradeoff between system performance and hardware complexity. Existing hybrid precoding schemes either require full channel state information (CSI) or use codebook-based design, causing large feedback overhead or degraded system performance, respectively. In this paper, we propose a balanced scheme with limited feedback CSI and element-level quantization. Our key idea is to maximize the system sum rate by using an adaptive baseband precoder and an eigenbeam radio frequency (RF) precoder. The adaptive baseband precoder can balance the effective channel gain and the multiuser interference according to the transmitted power. The eigenbeam RF precoder is optimized with only requiring a limited length of feedback vector. Considering the practical constraints on RF precoders, we then propose a quantization algorithm that minimizes the subspace distortion between the optimized eigenbeam RF precoder and the quantized one. The quantization algorithm also works for the case when RF chains are more than users. Extensive simulation results are provided and validate the effectiveness of the proposed hybrid precoding scheme.
Bibliografia:ObjectType-Article-1
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ISSN:0018-9545
1939-9359
DOI:10.1109/TVT.2020.3007265