DocumentCode
76841
Title
Low-complexity ZF precoding method for downlink of massive MIMO system
Author
Yuwei Ren ; Guixian Xu ; Yingmin Wang ; Xin Su ; ChuanJun Li
Author_Institution
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Volume
51
Issue
5
fYear
2015
fDate
3 5 2015
Firstpage
421
Lastpage
423
Abstract
In massive multiple-input-multiple-output (MIMO) systems, the downlink zero-forcing (ZF) precoding method needs to compute the pseudoinverse of large matrices, which introduces high computational complexity, especially when the number of antennas is large or infinite. Although, based on Neumann series expansion, several approximation algorithms could reduce the complexity, calculating the optimisation coefficients would cost large amounts of resources and produce large delay. A novel method, also based on Neumann series expansion, is proposed. In this method, the multiplication of full matrices is transformed into multiplication of diagonal matrices by hollow matrices, effectively reducing computational complexity. Meanwhile, consideration of a simple expression of optimisation coefficients so as to avoid large delay is very useful in high-mobility scenarios. Analysis and simulation results show the effectiveness of the proposed method.
Keywords
MIMO communication; approximation theory; communication complexity; matrix inversion; matrix multiplication; optimisation; precoding; series (mathematics); Neumann series expansion; antennas; approximation algorithms; computational complexity; diagonal matrices; downlink ZF precoding method; hollow matrices; massive MIMO system; matrices multiplication; matrix pseudoinverse computation; multiple input multiple output; optimisation coefficients; zero forcing;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el.2014.3602
Filename
7047398
Link To Document