Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems

Optimal pilot design for LMMSE channel estimation in MIMO-OFDM systems

2013 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc.2013.6555171 ◽

2013 ◽

Author(s):

Bin Jiang ◽

Xin Xiong ◽

Xiqi Gao

Keyword(s):

Channel Estimation ◽

Ofdm Systems ◽

Mimo Ofdm ◽

Deep Learning Based Channel Estimation Algorithm for Fast Time-Varying MIMO-OFDM Systems

IEEE Communications Letters ◽

10.1109/lcomm.2019.2960242 ◽

2020 ◽

Vol 24 (3) ◽

pp. 572-576

Author(s):

Yong Liao ◽

Yuanxiao Hua ◽

Yunlong Cai

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Estimation Algorithm ◽

Fast Time ◽

Time Varying ◽

Ofdm Systems ◽

Enhanced sparse Bayesian learning-based channel estimation with optimal pilot design for massive MIMO–OFDM systems

IET Communications ◽

10.1049/iet-com.2018.5300 ◽

2018 ◽

Vol 12 (17) ◽

pp. 2174-2180 ◽

Cited By ~ 4

Author(s):

Hayder AL-Salih ◽

Mohammad Reza Nakhai ◽

Tuan Anh Le

Keyword(s):

Channel Estimation ◽

Massive Mimo ◽

Bayesian Learning ◽

Sparse Bayesian Learning ◽

Ofdm Systems ◽

Mimo Ofdm ◽

Joint Channel Estimation and Symbol Detection in MIMO-OFDM Systems: A Deep Learning Approach using Bi-LSTM

10.1109/comsnets53615.2022.9668456 ◽

2022 ◽

Author(s):

Aswathy K Nair ◽

Vivek Menon

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Learning Approach ◽

Ofdm Systems ◽

Symbol Detection ◽

Mimo Ofdm ◽

Joint Channel

Adaptive Deep Learning Strategy with Red Deer Algorithm for Sparse Channel Estimation and Hybrid Precoding in Millimeter Wave Massive MIMO-OFDM systems

Wireless Personal Communications ◽

10.1007/s11277-021-09039-1 ◽

2021 ◽

Author(s):

Nazeer Unnisa ◽

Madhavi Tatineni

Keyword(s):

Deep Learning ◽

Channel Estimation ◽

Millimeter Wave ◽

Massive Mimo ◽

Red Deer ◽

Learning Strategy ◽

Ofdm Systems ◽

Sparse Channel Estimation ◽

Mimo Ofdm ◽

Sparse Channel

Bandwidth efficient optimal superimposed pilot design for channel estimation in OSTBC based MIMO–OFDM systems

Physical Communication ◽

10.1016/j.phycom.2017.12.013 ◽

2018 ◽

Vol 26 ◽

pp. 185-195 ◽

Cited By ~ 4

Author(s):

Sagar Somashekar ◽

Naveen K.D. Venkategowda ◽

Aditya K. Jagannatham

Keyword(s):

Channel Estimation ◽

Ofdm Systems ◽

Mimo Ofdm ◽

RLS Channel Estimation via the Iterative-MAP Algorithm for MIMO-OFDM Systems

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2007.00122 ◽

2011 ◽

Vol 30 (8) ◽

pp. 1787-1790

Author(s):

Hong Xiao ◽

Han-wen Luo ◽

Yong-ming Liang

Keyword(s):

Channel Estimation ◽

Ofdm Systems ◽

Map Algorithm ◽

A Sparsity Enhanced Channel Estimation Algorithm Based on Compressed Sensing in MIMO-OFDM Systems

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2012.00860 ◽

2014 ◽

Vol 35 (3) ◽

pp. 665-670 ◽

Cited By ~ 1

Author(s):

Zhi-bin Xie ◽

Tong-si Xue ◽

Yu-bo Tian ◽

Wei-chen Zou ◽

Qing-hua Liu ◽

...

Keyword(s):

Channel Estimation ◽

Compressed Sensing ◽

Estimation Algorithm ◽

Ofdm Systems ◽

Complementary codes based channel estimation for MIMO-OFDM systems

2008 46th Annual Allerton Conference on Communication, Control, and Computing ◽

10.1109/allerton.2008.4797546 ◽

2008 ◽

Cited By ~ 4

Author(s):

Michael D. Zoltowski ◽

Tariq R. Qureshi ◽

Robert Calderbank

Keyword(s):

Channel Estimation ◽

Ofdm Systems ◽

Sparse, Group-Sparse and Online Bayesian Learning Aided Channel Estimation for Doubly-Selective mmWave Hybrid MIMO OFDM Systems

IEEE Transactions on Communications ◽

10.1109/tcomm.2021.3085344 ◽

2021 ◽

pp. 1-1

Author(s):

Suraj Srivastava ◽

Ch Suraj Kumar Patro ◽

Aditya K. Jagannatham ◽

Lajos Hanzo

Keyword(s):

Channel Estimation ◽

Bayesian Learning ◽

Ofdm Systems ◽