Deep Learning for Super-Resolution DOA Estimation in Massive MIMO Systems

2018 IEEE 88th Vehicular Technology Conference (VTC-Fall) ◽

10.1109/vtcfall.2018.8691023 ◽

2018 ◽

Author(s):

Hongji Huang ◽

Guan Gui ◽

Hikmet Sari ◽

Fumiyuki Adachi

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Super Resolution ◽

Download Full-text

Deep Learning for Super-Resolution Channel Estimation and DOA Estimation Based Massive MIMO System

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2851783 ◽

2018 ◽

Vol 67 (9) ◽

pp. 8549-8560 ◽

Author(s):

Hongji Huang ◽

Jie Yang ◽

Hao Huang ◽

Yiwei Song ◽

Guan Gui

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo System ◽

Super Resolution ◽

Download Full-text

Low-Complexity Deep-Learning-Based DOA Estimation for Hybrid Massive MIMO Systems With Uniform Circular Arrays

IEEE Wireless Communications Letters ◽

10.1109/lwc.2019.2942595 ◽

2020 ◽

Vol 9 (1) ◽

pp. 83-86 ◽

Author(s):

Die Hu ◽

Yonghao Zhang ◽

Lianghua He ◽

Jun Wu

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Doa Estimation ◽

Low Complexity ◽

Circular Arrays

Download Full-text

A Low-complexity Beamspace-based Method for DOA Estimation in Massive MIMO Systems

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295911 ◽

2020 ◽

Author(s):

Cheng Lv ◽

Yang Liu ◽

Tao He ◽

Yating Li ◽

Jiacheng Liang ◽

...

Keyword(s):

Massive Mimo ◽

Mimo Systems ◽

Doa Estimation ◽

Download Full-text

Deep Learning Based Downlink Channel Covariance Estimation for FDD Massive MIMO Systems

IEEE Communications Letters ◽

10.1109/lcomm.2021.3075725 ◽

2021 ◽

pp. 1-1

Author(s):

Zou Linfu ◽

Pan Zhiwen ◽

Jiang Huilin ◽

Liu Nan ◽

You Xiaohu

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Covariance Estimation

Download Full-text

A Novel Compression CSI Feedback based on Deep Learning for FDD Massive MIMO Systems

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417115 ◽

2021 ◽

Author(s):

Yuting Wang ◽

Yibin Zhang ◽

Jinlong Sun ◽

Guan Gui ◽

Tomoaki Ohtsuki ◽

...

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Download Full-text

DOA estimation of coherently distributed sources in massive MIMO systems with unknown mutual coupling

Digital Signal Processing ◽

10.1016/j.dsp.2021.102987 ◽

2021 ◽

Vol 111 ◽

pp. 102987

Author(s):

Ye Tian ◽

Yunbai Qin ◽

Zhiyan Dong ◽

He Xu

Keyword(s):

Massive Mimo ◽

Mutual Coupling ◽

Mimo Systems ◽

Download Full-text

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-cell Massive MIMO Systems

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2020.3041397 ◽

2020 ◽

pp. 1-1

Author(s):

Jiajia Guo ◽

Chao-Kai Wen ◽

Shi Jin

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Download Full-text

Deep Learning Approach to Channel Sensing and Hybrid Precoding for TDD Massive MIMO Systems

2020 IEEE Globecom Workshops (GC Wkshps ◽

10.1109/gcwkshps50303.2020.9367586 ◽

2020 ◽

Author(s):

Kareem M. Attiah ◽

Foad Sohrabi ◽

Wei Yu

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Learning Approach ◽

Hybrid Precoding ◽

Channel Sensing

Download Full-text

A Deep Learning Detector for 3D Massive MIMO Systems with Impulsive Noise

10.1109/wcsp52459.2021.9613344 ◽

2021 ◽

Author(s):

Shuchen Wang ◽

Fei Li ◽

Ting Li ◽

Wei Ji ◽

Yan Liang

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Impulsive Noise

Download Full-text

MRFNet: A Deep Learning-Based CSI Feedback Approach of Massive MIMO Systems

IEEE Communications Letters ◽

10.1109/lcomm.2021.3099841 ◽

2021 ◽

pp. 1-1

Author(s):

Zhengyang Hu ◽

Jianhua Guo ◽

Guanzhang Liu ◽

Hanying Zheng ◽

Jiang Xue

Keyword(s):

Deep Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Download Full-text