A Low-Complexity Massive MIMO Detection Based on Approximate Expectation Propagation

Xiaosi Tan; Yeong-Luh Ueng; Zaichen Zhang; Xiaohu You; Chuan Zhang

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A Low-Complexity Massive MIMO Detection Based on Approximate Expectation Propagation

机译：基于近似期望传播的低复杂度大规模MIMO检测

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摘要

Among various massive multiple-input multiple-output (MIMO) signal detection schemes, expectation propagation (EP) achieves superior performance in high-dimensional systems with high-order modulations and flexible antenna configurations. However, the inev

机译：在各种大规模多输入多输出（MIMO）信号检测方案中，期望传播（EP）在具有高阶调制和灵活天线配置的高维系统中实现了卓越的性能。但是，inev

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来源
《IEEE Transactions on Vehicular Technology》 |2019年第8期|7260-7272|共13页
作者
Xiaosi Tan; Yeong-Luh Ueng; Zaichen Zhang; Xiaohu You; Chuan Zhang;
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作者单位

LEADS the National Mobile Communications Research Laboratory Quantum Information Center of Southeast University and the Purple Mountain Laboratories Nanjing China;

Department of Electrical Engineering National Tsing Hua University Hsinchu Taiwan;

LE;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
MIMO communication; Antennas; Computational efficiency; Detectors; Matrices; Computational complexity; Message passing;

机译：MIMO通信;天线计算效率;探测器;矩阵计算复杂度;讯息传递;

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专利

1. Approximate Expectation Propagation Massive MIMO Detector With Weighted Neumann-Series [J] . Tan Xiaosi, Han Huijun, Li Muhao, IEEE Transactions on Circuits and Systems. II, Express Briefs . 2021,第2期

机译：近似期望传播大规模MIMO检测器用加权Neumann系列
2. Near-Optimal MIMO-SCMA Uplink Detection With Low-Complexity Expectation Propagation [J] . IEEE transactions on wireless communications . 2020,第2期

机译：具有低复杂度期望传播的近乎理想的MIMO-SCMA上行链路检测
3. Soft-Input Soft-Output Detection via Expectation Propagation for Massive Spatial Modulation MIMO Systems [J] . Zhang Zhenyu, Gong Caihong, Li Hua, IEEE communications letters . 2021,第4期

机译：软输入软输出检测通过预期传播，用于大规模空间调制MIMO系统
4. Expectation-propagation based low-complexity channel estimation for massive MIMO systems [C] . Chao Wei, Zaichen Zhang, Huaping Liu IEEE International Conference on Communications . 2017

机译：大规模MIMO系统中基于期望传播的低复杂度信道估计
5. A parallel low-complexity MIMO detection algorithm using QR decomposition and Alamouti space-time code. [D] . Arar, Maher. 2010

机译：使用QR分解和Alamouti时空码的并行低复杂度MIMO检测算法。
6. Low-Complexity Soft-Output Signal Detection Based on Improved Kaczmarz Iteration Algorithm for Uplink Massive MIMO System [O] . Hebiao Wu, Bin Shen, Shufeng Zhao, 2020

机译：基于改进Kaczmarz迭代算法的上行复杂大规模MIMO系统低复杂度软输出信号检测
7. Low-Complexity Expectation Propagation Detection for Uplink MIMO-SCMA Systems [O] . Zeina Mheich, Ibrahim A. Hemadeh, Zilong Liu, 2020

机译：上行链路MIMO-SCMA系统的低复杂性期望传播检测

A Low-Complexity Massive MIMO Detection Based on Approximate Expectation Propagation

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