A Partial Learning-Based Detection Scheme for Massive MIMO

Zefeng Jia; Wenchi Cheng; Hailin Zhang

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A Partial Learning-Based Detection Scheme for Massive MIMO

机译：基于部分学习的大规模MIMO检测方案

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摘要

Massive multiple-input multiple-output (MIMO) is a promising key technology for the fifth-generation (5G) and future mobile wireless network. Although maximum likelihood (ML) detection can get the best detection performance with the lowest bit error rate

机译：大规模多输入多输出（MIMO）是第五代（5G）和未来移动无线网络中有希望的关键技术。尽管最大似然（ML）检测可以以最低的误码率获得最佳的检测性能

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来源
《Wireless Communications Letters, IEEE》 |2019年第4期|1137-1140|共4页
作者
Zefeng Jia; Wenchi Cheng; Hailin Zhang;
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作者单位

State Key Laboratory of Integrated Services Networks Xidian University Xi’an China;

State Key Laboratory of Integrated Services Networks Xidian University Xi’an Chi;

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原文格式 PDF
正文语种 eng
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关键词
Detection algorithms; MIMO communication; Computational complexity; Artificial neural networks; Biological neural networks; Bit error rate;

机译：检测算法;MIMO通信;计算复杂度;人工神经网络;生物神经网络;误码率;

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1. Forcible Search Scheme for Mixed Gibbs Sampling Massive MIMO Detection [J] . Yamazaki Kenji, Sanada Yukitoshi IEICE Transactions on Communications . 2021,第4期

机译：混合GIBBS采样巨大的MIMO检测强制搜索方案
2. Computationally Efficient Soft Detection Schemes for Coded Massive MIMO Systems [J] . Progress in Artificial Intelligence . 2020,第2期

机译：代码大型MIMO系统的计算高效软检测方案
3. Detection schemes for massive MIMO system with low-resolution ADCs [J] . Peng Gao, Yukitoshi Sanada IEICE Communications Express . 2019,第10期

机译：具有低分辨率ADC的大规模MIMO系统的检测方案
4. Robust Learning-Based ML Detection for Massive MIMO Systems with One-Bit Quantized Signals [C] . Jinseok Choi, Yunseong Cho, Brian L. Evans, IEEE Global Communications Conference . 2019

机译：具有一比特量化信号的大规模MIMO系统的基于学习的鲁棒ML检测
5. Data Detection in Massive MU-MIMO Systems [D] . Jeon, Charles. 2019

机译：大规模MU-MIMO系统中的数据检测
6. Massive MIMO-Based Distributed Signal Detection in Multi-Antenna Wireless Sensor Networks [O] . Guofeng Wei, Bangning Zhang, Guoru Ding, 2020

机译：多天线无线传感器网络中基于大规模MIMO的分布式信号检测
7. Robust Learning-Based ML Detection for Massive MIMO Systems with One-Bit Quantized Signals [O] . Jinseok Choi, Yunseong Cho, Brian L. Evans, 2019

机译：基于稳健的基于学习的ML检测，用于一位量化信号的大型MIMO系统

A Partial Learning-Based Detection Scheme for Massive MIMO

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