Distributed Machine Learning Based Downlink Channel Estimation for RIS Assisted Wireless Communications

Author:

Dai Linglong1ORCID,Wei Xiuhong1ORCID

Affiliation:

1. Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

European Commission through the H2020-MSCA-ITN META WIRELESS Research Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference31 articles.

1. DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications;alkhateeb;Proc Inf Theory Appl Workshop (ITA),2019

2. Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems

3. Channel Estimation for RIS Assisted Wireless Communications—Part II: An Improved Solution Based on Double-Structured Sparsity

4. Ordinary differential equation-based CNN for channel extrapolation over RIS-assisted communication;xu;arXiv 2012 11794,2020

5. Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces

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