DocumentCode
60511
Title
Fixed-Complexity LLL-Based Signal Detection for MIMO Systems
Author
Yusik Yang ; Jaekwon Kim
Author_Institution
Comput. & Telecommun. Eng. Div., Yonsei Univ., Wonju, South Korea
Volume
62
Issue
3
fYear
2013
fDate
Mar-13
Firstpage
1415
Lastpage
1419
Abstract
Recently, a hardware-friendly fixed-complexity Lenstra-Lenstra-Lovász (fcLLL) algorithm has been developed for use in the linear receivers of multiple-input-multiple-output (MIMO) systems. In this paper, we propose a novel fcLLL-based detection method that significantly outperforms conventional fcLLL-based linear receivers at a lower fixed complexity. The main idea is that the complexity of fcLLL can be significantly reduced by disregarding a single column of the channel matrix. We also propose column selection methods that consider both the error performance and complexity simultaneously. Simulations are performed to demonstrate the efficacy of the proposed method.
Keywords
MIMO communication; matrix algebra; signal detection; wireless channels; MIMO systems; channel matrix; column selection methods; fcLLL complexity; fcLLL-based detection method; fcLLL-based linear receivers; fixed-complexity LLL-Based signal detection; hardware-friendly fixed-complexity Lenstra-Lenstra-Lovász algorithm; lower fixed complexity; multiple-input-multiple-output systems; Complexity theory; Lattices; MIMO; Receiving antennas; Signal detection; Vectors; Fixed complexity; Lenstra–Lenstra–Lovász (LLL); lattice reduction (LR); multiple-input–multiple-output (MIMO);
fLanguage
English
Journal_Title
Vehicular Technology, IEEE Transactions on
Publisher
ieee
ISSN
0018-9545
Type
jour
DOI
10.1109/TVT.2012.2225856
Filename
6336838
Link To Document