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
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);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2225856