Deep Neural Network for Compressive Sensing and Application to Massive MIMO Channel Estimation

2021 ◽  
Author(s):  
Zohreh Mohades ◽  
Vahid Tabataba Vakili
Keyword(s):  
Neural Network ◽  
Channel Estimation ◽  
Compressive Sensing ◽  
Massive Mimo ◽  
Deep Neural Network ◽  
Mimo Channel

scholarly journals Massive MIMO Channel Estimation With an Untrained Deep Neural Network

2020 ◽  
Vol 19 (3) ◽  
pp. 2079-2090 ◽  
Author(s):  
Eren Balevi ◽  
Akash Doshi ◽  
Jeffrey G. Andrews
Keyword(s):  
Neural Network ◽  
Channel Estimation ◽  
Massive Mimo ◽  
Deep Neural Network ◽  
Mimo Channel

scholarly journals Applying Compressive Sensing to the Massive MIMO Channel Estimation Problem

2019 ◽  
Author(s):  
Felipe Augusto Pereira de Figueiredo
Keyword(s):  
Channel Estimation ◽  
Compressive Sensing ◽  
Massive Mimo ◽  
Estimation Problem ◽  
Mimo Channel ◽  
Mmse Estimator

This paper proposes the use of compressive sensing to tackle the Massive MIMO channel estimation problem. As our results show compressive sensing-based estimators perform as well as the optimum MMSE estimator.

Robust massive MIMO channel estimation for 5G networks using compressive sensing technique

2020 ◽  
Vol 120 ◽  
pp. 153197 ◽  
Author(s):  
Zaid Albataineh ◽  
Khaled Hayajneh ◽  
Haythem Bany Salameh ◽  
Chinh Dang ◽  
Ahmad Dagmseh
Keyword(s):  
Channel Estimation ◽  
Compressive Sensing ◽  
Massive Mimo ◽  
Mimo Channel ◽  
5G Networks

scholarly journals Channel Estimation for Millimeter Wave Massive MIMO Systems Using Separable Compressive Sensing

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 49738-49749
Author(s):  
Ting Jiang ◽  
Maozhong Song ◽  
Xuejian Zhao ◽  
Xu Liu
Keyword(s):  
Channel Estimation ◽  
Compressive Sensing ◽  
Millimeter Wave ◽  
Massive Mimo ◽  
Mimo Systems
Sign in / Sign up

Export Citation Format

Share Document