Robust Reinforcement Learning-based Wald-type Detector for Massive MIMO Radar

Mapping Intimacies ◽

10.23919/eusipco54536.2021.9616093 ◽

2021 ◽

Author(s):

Aya Mostafa Ahmed ◽

Stefano Fortunati ◽

Aydin Sezgin ◽

Maria S. Greco ◽

Fulvio Gini

Keyword(s):

Reinforcement Learning ◽

Massive Mimo ◽

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A Reinforcement Learning based approach for Multi-target Detection in Massive MIMO radar

IEEE Transactions on Aerospace and Electronic Systems ◽

10.1109/taes.2021.3061809 ◽

2021 ◽

pp. 1-1

Author(s):

Aya Mostafa Ahmed ◽

Alaa Alameer Ahmad ◽

Stefano Fortunati ◽

Aydin Sezgin ◽

Maria S. Greco ◽

...

Keyword(s):

Reinforcement Learning ◽

Target Detection ◽

Massive Mimo ◽

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Reinforcement Learning based Per-antenna Discrete Power Control for Massive MIMO Systems

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443383 ◽

2020 ◽

Author(s):

Navneet Garg ◽

Mathini Sellathurai ◽

Tharmalingam Ratnarajah

Keyword(s):

Reinforcement Learning ◽

Power Control ◽

Massive Mimo ◽

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Multi-Frequency Sparse Array-Based Massive MIMO Radar for Autonomous Driving

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443455 ◽

2020 ◽

Author(s):

Shunqiao Sun ◽

Yimin D. Zhang

Keyword(s):

Massive Mimo ◽

Autonomous Driving ◽

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Joint Communication and Computing Resource Allocation over Cell-Free Massive MIMO-enabled Mobile Edge Network: A Deep Reinforcement Learning-based Approach

2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) ◽

10.1109/icaiic51459.2021.9415215 ◽

2021 ◽

Author(s):

Fitsum Debebe Tilahun ◽

Ameha Tsegaye Abebe ◽

Chung G. Kang

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Massive Mimo ◽

Computing Resource ◽

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Massive MIMO Radar for Target Detection

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2020.2967181 ◽

2020 ◽

Vol 68 ◽

pp. 859-871 ◽

Author(s):

Stefano Fortunati ◽

Luca Sanguinetti ◽

Fulvio Gini ◽

Maria Sabrina Greco ◽

Braham Himed

Keyword(s):

Target Detection ◽

Massive Mimo ◽

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Erratum to “Massive MIMO radar for target detection”

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2021.3084691 ◽

2021 ◽

Vol 69 ◽

pp. 3235-3235

Author(s):

S. Fortunati ◽

L. Sanguinetti ◽

F. Gini ◽

M. S. Greco ◽

B. Himed

Keyword(s):

Target Detection ◽

Massive Mimo ◽

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Reinforcement Learning-Based Joint Cooperation Clustering and Content Caching in Cell-Free Massive MIMO Networks

10.1109/vtc2021-fall52928.2021.9625449 ◽

2021 ◽

Author(s):

Ronald Y. Chang ◽

Sung-Fu Han ◽

Feng-Tsun Chien

Keyword(s):

Reinforcement Learning ◽

Massive Mimo ◽

Content Caching ◽

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Adaptive Multi-objective Reinforcement Learning for Pareto Frontier Approximation: A Case Study of Resource Allocation Network in Massive MIMO

10.23919/eusipco54536.2021.9615934 ◽

2021 ◽

Author(s):

Ruiqing Chen ◽

Fanglei Sun ◽

Liang Chen ◽

Kai Li ◽

Liantao Wu ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Massive Mimo ◽

Pareto Frontier ◽

Multi Objective

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Dynamic Antenna Configuration for 3D Massive MIMO System via Deep Reinforcement Learning

2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications ◽

10.1109/pimrc48278.2020.9217272 ◽

2020 ◽

Author(s):

Yuanjie Lin ◽

Hui Gao ◽

Wenjun Xu ◽

Yueming Lu

Keyword(s):

Reinforcement Learning ◽

Massive Mimo ◽

Mimo System ◽

Antenna Configuration

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Deep Reinforcement Learning Based Intelligent User Selection in Massive MIMO Underlay Cognitive Radios

IEEE Access ◽

10.1109/access.2019.2932016 ◽

2019 ◽

Vol 7 ◽

pp. 110884-110894 ◽

Author(s):

Zhaoyuan Shi ◽

Xianzhong Xie ◽

Huabing Lu

Keyword(s):

Reinforcement Learning ◽

Massive Mimo ◽

Cognitive Radios ◽

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