Limited Feedback for MU-MIMO Systems with One-Bit ADCs: A Coding-Theoretical Perspective

被引:0
作者
Lee, Seunghoon [1 ]
Lee, Namyoon [1 ]
机构
[1] POSTECH, Dept Elect Engn, Pohang, South Korea
来源
2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS) | 2019年
关键词
UPLINK; COMMUNICATION; CAPACITY;
D O I
10.1109/gcwkshps45667.2019.9024435
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper considers a multi-user multiple-input multiple-output (MU-MIMO) system with one-bit analog-to-digital converters. In this system, a novel limited feedback method for transmit precoding is proposed. The key idea of the proposed feedback method is to use a coding theoretical approach. By converting the MU-MIMO system into the equivalent parallel binary symmetry channels, a receiver constructs multiple precoded-channel-dependent codebooks using both the estimated channel from pilot transmissions and predefined precoding matrices. Then, it sends back the index of the best precoding matrix that maximizes a lower bound of the correct detection probability, which is proportional to the maximum of minimum Hamming distances of the codebooks. One interesting observation is that the proposed method provides a significant gain in terms of bit-error-rates compared to open-loop transmission, even with a few bits feedback under certain antenna configurations.
引用
收藏
页数:5
相关论文
共 17 条
[1]  
Bussgang J.J., 1952, Crosscorrelation Functions of Amplitude-Distorted Gaussian Signals
[2]   A Weighted Minimum Distance Decoding for Uplink Multiuser MIMO Systems With Low-Resolution ADCs [J].
Hong, Song-Nam ;
Kim, Seonho ;
Lee, Namyoon .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (05) :1912-1924
[3]   Soft-Output Detector for Uplink MU-MIMO Systems With One-Bit ADCs [J].
Hong, Song-Nam ;
Lee, Namyoon .
IEEE COMMUNICATIONS LETTERS, 2018, 22 (05) :930-933
[4]   Throughput Analysis of Massive MIMO Uplink With Low-Resolution ADCs [J].
Jacobsson, Sven ;
Durisi, Giuseppe ;
Coldrey, Mikael ;
Gustavsson, Ulf ;
Studer, Christoph .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (06) :4038-4051
[5]   Supervised-Learning-Aided Communication Framework for MIMO Systems With Low-Resolution ADCs [J].
Jeon, Yo-Seb ;
Hong, Song-Nam ;
Lee, Namyoon .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (08) :7299-7313
[6]   MIMO broadcast channels with finite-rate feedback [J].
Jindal, Nihar .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (11) :5045-5060
[7]   Mining user reviews for mobile app comparisons [J].
Li, Yuanchun ;
Jia, Baoxiong ;
Guo, Yao ;
Chen, Xiangqun .
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2017, 1 (03)
[8]   Grassmannian beamforming for multiple-input multiple-output wireless systems [J].
Love, DJ ;
Heath, RW ;
Strohmer, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (10) :2735-2747
[9]  
Mezghani A, 2012, IEEE MEDITERR ELECT, P1049, DOI 10.1109/MELCON.2012.6196608
[10]   Limited Feedback in Single and Multi-User MIMO Systems With Finite-Bit ADCs [J].
Mo, Jianhua ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (05) :3284-3297