Channelformer: Attention Based Neural Solution for Wireless Channel Estimation and Effective Online Training
Author:
Affiliation:
1. Institute for Digital Communications, The University of Edinburgh, Edinburgh, U.K.
Funder
Huawei
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications
Link
http://xplorestaging.ieee.org/ielx7/7693/10275776/10048783.pdf?arnumber=10048783
Reference56 articles.
1. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;arXiv 1810 04805,2018
2. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,2017
3. Deep Reinforcement Learning-Based Beam Training for Spatially Consistent Millimeter Wave Channels
4. Channel Estimation Based on Deep Learning in Vehicle-to-Everything Environments
5. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;arXiv 2010 11929,2020
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3. MAGLN: Multi-Attention Graph Learning Network for Channel Estimation in Multi-User SIMO;2023 28th Asia Pacific Conference on Communications (APCC);2023-11-19
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