作者
Jiejun Jin, Ye Xue, Yeong-Luh Ueng, Xiaohu You, Chuan Zhang
发表日期
2017/10/3
研讨会论文
2017 IEEE International Workshop on Signal Processing Systems (SiPS)
页码范围
1-6
出版商
IEEE
简介
In massive multiple-input multiple-output (MIMO) mobile system, the computational complexity of signal detection increases exponentially along with the growing number of antennas. For example, the sub-optimal linear detection schemes, such as zero forcing (ZF) detector and minimum mean square error (MMSE) detector, always have to balance the performance and complexity resulted from the large-scale matrix inversion operations. Recently, some iterative linear solvers, such as conjugate gradient (CG), have been proposed to address this issue. These series of detection algorithms offer a better tradeoff between error-rate performance and computational complexity by avoiding the computation-hungry operations like matrix inversion. However, when the the system loading factor ρ goes up, their results are no longer satisfactory. To solve the aforementioned issues, this paper 1) first introduces a novel, low …
引用总数
2017201820192020202120222023202415533742
学术搜索中的文章
J Jin, Y Xue, YL Ueng, X You, C Zhang - 2017 IEEE International Workshop on Signal …, 2017