Massive MIMO Precoding Based on Channel Condition Number

Qiaoqiao Zhao; Yongjun Wang; Leijing Yang; Qi Zhang; Xiangjun Xin; Feng Tian; Qinghua Tian; Ying Tao; Yufei Shen; Guixing Cao; Bo Zhang

doi:10.1109/ICOCN.2019.8934187

Massive MIMO Precoding Based on Channel Condition Number

Qiaoqiao Zhao, Yongjun Wang, Leijing Yang, Qi Zhang, Xiangjun Xin, Feng Tian, Qinghua Tian, Ying Tao, Yufei Shen, Guixing Cao, Bo Zhang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

In order to solve the interference caused by the instability of the channel environment in Massive MIMO to the transmitted signal, this paper proposes a precoding method based on the channel condition number. In this algorithm, the channel condition number is used as the basis for judging the channel quality. Under different channel condition numbers, the transmit power is changed. At the same time, in order to reduce the hardware complexity, the algorithm uses Neumann series to replace the direct inversion of large-scale matrix, and choose the appropriate convergence factor, which can guarantee the convergence speed and reduce the number of iterations.

Original language	English
Title of host publication	2019 18th International Conference on Optical Communications and Networks, ICOCN 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728127644
DOIs	https://doi.org/10.1109/ICOCN.2019.8934187
Publication status	Published - Aug 2019
Externally published	Yes
Event	18th International Conference on Optical Communications and Networks, ICOCN 2019 - Huangshan, China Duration: 5 Aug 2019 → 8 Aug 2019

Publication series

Name	2019 18th International Conference on Optical Communications and Networks, ICOCN 2019

Conference

Conference	18th International Conference on Optical Communications and Networks, ICOCN 2019
Country/Territory	China
City	Huangshan
Period	5/08/19 → 8/08/19

Keywords

Neumann series
channel condition number
precoding

Access to Document

10.1109/ICOCN.2019.8934187

Cite this

Zhao, Q., Wang, Y., Yang, L., Zhang, Q., Xin, X., Tian, F., Tian, Q., Tao, Y., Shen, Y., Cao, G., & Zhang, B. (2019). Massive MIMO Precoding Based on Channel Condition Number. In 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019 Article 8934187 (2019 18th International Conference on Optical Communications and Networks, ICOCN 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOCN.2019.8934187

@inproceedings{2a8491fb45c64f24ab0126da791ad238,

title = "Massive MIMO Precoding Based on Channel Condition Number",

abstract = "In order to solve the interference caused by the instability of the channel environment in Massive MIMO to the transmitted signal, this paper proposes a precoding method based on the channel condition number. In this algorithm, the channel condition number is used as the basis for judging the channel quality. Under different channel condition numbers, the transmit power is changed. At the same time, in order to reduce the hardware complexity, the algorithm uses Neumann series to replace the direct inversion of large-scale matrix, and choose the appropriate convergence factor, which can guarantee the convergence speed and reduce the number of iterations.",

keywords = "Neumann series, channel condition number, precoding",

author = "Qiaoqiao Zhao and Yongjun Wang and Leijing Yang and Qi Zhang and Xiangjun Xin and Feng Tian and Qinghua Tian and Ying Tao and Yufei Shen and Guixing Cao and Bo Zhang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 18th International Conference on Optical Communications and Networks, ICOCN 2019 ; Conference date: 05-08-2019 Through 08-08-2019",

year = "2019",

month = aug,

doi = "10.1109/ICOCN.2019.8934187",

language = "English",

series = "2019 18th International Conference on Optical Communications and Networks, ICOCN 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 18th International Conference on Optical Communications and Networks, ICOCN 2019",

address = "United States",

}

Zhao, Q, Wang, Y, Yang, L, Zhang, Q, Xin, X, Tian, F, Tian, Q, Tao, Y, Shen, Y, Cao, G & Zhang, B 2019, Massive MIMO Precoding Based on Channel Condition Number. in 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019., 8934187, 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019, Institute of Electrical and Electronics Engineers Inc., 18th International Conference on Optical Communications and Networks, ICOCN 2019, Huangshan, China, 5/08/19. https://doi.org/10.1109/ICOCN.2019.8934187

Massive MIMO Precoding Based on Channel Condition Number. / Zhao, Qiaoqiao; Wang, Yongjun; Yang, Leijing et al.
2019 18th International Conference on Optical Communications and Networks, ICOCN 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8934187 (2019 18th International Conference on Optical Communications and Networks, ICOCN 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Massive MIMO Precoding Based on Channel Condition Number

AU - Zhao, Qiaoqiao

AU - Wang, Yongjun

AU - Yang, Leijing

AU - Zhang, Qi

AU - Xin, Xiangjun

AU - Tian, Feng

AU - Tian, Qinghua

AU - Tao, Ying

AU - Shen, Yufei

AU - Cao, Guixing

AU - Zhang, Bo

PY - 2019/8

Y1 - 2019/8

N2 - In order to solve the interference caused by the instability of the channel environment in Massive MIMO to the transmitted signal, this paper proposes a precoding method based on the channel condition number. In this algorithm, the channel condition number is used as the basis for judging the channel quality. Under different channel condition numbers, the transmit power is changed. At the same time, in order to reduce the hardware complexity, the algorithm uses Neumann series to replace the direct inversion of large-scale matrix, and choose the appropriate convergence factor, which can guarantee the convergence speed and reduce the number of iterations.

AB - In order to solve the interference caused by the instability of the channel environment in Massive MIMO to the transmitted signal, this paper proposes a precoding method based on the channel condition number. In this algorithm, the channel condition number is used as the basis for judging the channel quality. Under different channel condition numbers, the transmit power is changed. At the same time, in order to reduce the hardware complexity, the algorithm uses Neumann series to replace the direct inversion of large-scale matrix, and choose the appropriate convergence factor, which can guarantee the convergence speed and reduce the number of iterations.

KW - Neumann series

KW - channel condition number

KW - precoding

UR - http://www.scopus.com/inward/record.url?scp=85078033370&partnerID=8YFLogxK

U2 - 10.1109/ICOCN.2019.8934187

DO - 10.1109/ICOCN.2019.8934187

M3 - Conference contribution

AN - SCOPUS:85078033370

T3 - 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019

BT - 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 18th International Conference on Optical Communications and Networks, ICOCN 2019

Y2 - 5 August 2019 through 8 August 2019

ER -

Zhao Q, Wang Y, Yang L, Zhang Q, Xin X, Tian F et al. Massive MIMO Precoding Based on Channel Condition Number. In 2019 18th International Conference on Optical Communications and Networks, ICOCN 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8934187. (2019 18th International Conference on Optical Communications and Networks, ICOCN 2019). doi: 10.1109/ICOCN.2019.8934187

Massive MIMO Precoding Based on Channel Condition Number

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