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Attention Based Neural Networks for Wireless Channel Estimation

Attention Based Neural Networks for Wireless Channel Estimation

Dianxin Luan
John F. Thompson
ArXiv (abs)PDFHTML

Papers citing "Attention Based Neural Networks for Wireless Channel Estimation"

7 / 7 papers shown
Title
AdaFortiTran: An Adaptive Transformer Model for Robust OFDM Channel Estimation
AdaFortiTran: An Adaptive Transformer Model for Robust OFDM Channel Estimation
Berkay Guler
Hamid Jafarkhani
58
1
0
14 May 2025
Transformer-Driven Neural Beamforming with Imperfect CSI in Urban Macro Wireless Channels
Transformer-Driven Neural Beamforming with Imperfect CSI in Urban Macro Wireless Channels
Cemil Vahapoglu
Timothy J. O'Shea
Wan Liu
Tamoghna Roy
S. Ulukus
134
0
0
15 Apr 2025
Robust Channel Estimation for Optical Wireless Communications Using Neural Network
Robust Channel Estimation for Optical Wireless Communications Using Neural Network
Dianxin Luan
J. Thompson
68
0
0
02 Apr 2025
Joint Channel Estimation and Feedback with Masked Token Transformers in Massive MIMO Systems
Joint Channel Estimation and Feedback with Masked Token Transformers in Massive MIMO Systems
Mingming Zhao
Lin Liu
Lifu Liu
Mengke Li
Qing-min Tian
59
0
0
08 Jun 2023
Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training
Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training
Dianxin Luan
John F. Thompson
101
19
0
08 Feb 2023
Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data
Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data
Dianxin Luan
J. Thompson
OOD
126
1
0
05 Feb 2023
Learn to Adapt to New Environment from Past Experience and Few Pilot
Learn to Adapt to New Environment from Past Experience and Few Pilot
Ouya Wang
Jiabao Gao
Geoffrey Ye Li
VLM
35
0
0
02 Sep 2022