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CNN4CE with pytorch

Description

This repository is from the Deep_CNN-Based_Channel_Estimation_for_mmWave_Massive_MIMO_Systems paper and the implemmentation of learning part changed from tensorflow to pytorch

Getting Started

Dependencies

This notebook created in google colab.

Dataset

The dataset and other matlab codes of this paper was came from the orginal paper. Inspiration, code snippets, etc.

Note

Here are just the implementation for SF-CNN in pytorch. The rest of part will be uploaded.

Citation

@ARTICLE{8752012, author={Dong, Peihao and Zhang, Hua and Li, Geoffrey Ye and Gaspar, Ivan Simões and NaderiAlizadeh, Navid}

journal={IEEE Journal of Selected Topics in Signal Processing},

title={Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems},

year={2019},

volume={13},

number={5},

pages={989-1000},

doi={10.1109/JSTSP.2019.2925975}}