Machine-Learning Assisted Outdoor Localization via Sector-Based Fog Massive MIMO

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761452 ◽

2019 ◽

Author(s):

Hessam Pirzadeh ◽

Chenwei Wang ◽

Haralabos Papadopoulos

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Outdoor Localization

Download Full-text

Machine Learning Enhanced CSI Acquisition and Training Strategy for FDD Massive MIMO

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417500 ◽

2021 ◽

Author(s):

Nuan Song ◽

Tao Yang

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Training Strategy ◽

Download Full-text

Optimal Pilot Sequence Design for Machine Learning Based Channel Estimation in FDD Massive Mimo Systems

10.23919/ituk53220.2021.9662117 ◽

2021 ◽

Author(s):

Hayder Al-Salihi ◽

Mohammed Al-Gharbawi ◽

Fatin Said

Keyword(s):

Machine Learning ◽

Channel Estimation ◽

Massive Mimo ◽

Mimo Systems ◽

Sequence Design

Download Full-text

Machine Learning-Based Channel Prediction Exploiting Frequency Correlation in Massive MIMO Wideband Systems

10.1109/ictc52510.2021.9621119 ◽

2021 ◽

Author(s):

Beomsoo Ko ◽

Hwanjin Kim ◽

Junil Choi

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Frequency Correlation ◽

Channel Prediction ◽

Wideband Systems

Download Full-text

Fast Beam Switching Based on Machine Learning for MmWave Massive MIMO Systems

10.1007/978-3-030-90196-7_2 ◽

2021 ◽

pp. 19-29

Author(s):

Kean Chen ◽

Danpu Liu ◽

Xingwen He

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Download Full-text

Machine Learning for Beam Alignment in Millimeter Wave Massive MIMO

IEEE Wireless Communications Letters ◽

10.1109/lwc.2020.2973972 ◽

2020 ◽

Vol 9 (6) ◽

pp. 875-878 ◽

Author(s):

Wenyan Ma ◽

Chenhao Qi ◽

Geoffrey Ye Li

Keyword(s):

Machine Learning ◽

Millimeter Wave ◽

Download Full-text

Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3027882 ◽

2020 ◽

pp. 1-1

Author(s):

Hwanjin Kim ◽

Sucheol Kim ◽

Hyeongtaek Lee ◽

Chulhee Jang ◽

Yongyun Choi ◽

...

Keyword(s):

Machine Learning ◽

Kalman Filtering ◽

Massive Mimo ◽

Mimo Channel ◽

Channel Prediction

Download Full-text

A Machine Learning Approach to Blind Multi-Path Classification for Massive MIMO Systems

IEEE/ACM Transactions on Networking ◽

10.1109/tnet.2020.3008287 ◽

2020 ◽

Vol 28 (5) ◽

pp. 2309-2322

Author(s):

Ning Xie ◽

Le Ou-Yang ◽

Alex X. Liu

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Mimo Systems ◽

Learning Approach ◽

Machine Learning Approach

Download Full-text

Location Aided and Machine Learning-Based Beam Allocation for 3D Massive MIMO Systems

2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) ◽

10.1109/iwcmc.2019.8766724 ◽

2019 ◽

Author(s):

Yuchen Xie ◽

Wei Ji ◽

Ting Li ◽

Yan Liang ◽

Fei Li

Keyword(s):

Machine Learning ◽

Massive Mimo ◽

Download Full-text

MobIntel: Passive Outdoor Localization via RSSI and Machine Learning

10.1109/wimob52687.2021.9606338 ◽

2021 ◽

Author(s):

Fanchen Bao ◽

Stepan Mazokha ◽

Jason O. Hallstrom

Keyword(s):

Machine Learning ◽

Outdoor Localization

Download Full-text

Machine Learning Based Outdoor Localization using the RSSI of Multibeam Antennas

2020 IEEE Workshop on Signal Processing Systems (SiPS) ◽

10.1109/sips50750.2020.9195235 ◽

2020 ◽

Author(s):

Ning Xu ◽

Sitian Li ◽

Clement Serge Charollais ◽

Andreas Burg ◽

Adrian Schumacher

Keyword(s):

Machine Learning ◽

Outdoor Localization

Download Full-text