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Open Access
Beamspace Channel Dataset for mmWave Massive MIMO
- Citation Author(s):
- Submitted by:
- Pengxia Wu
- Last updated:
- Wed, 06/17/2020 - 13:01
- DOI:
- 10.21227/n4eq-ft29
- Data Format:
- Links:
- License:
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Abstract
This is the dataset of mmWave massive MIMO beamspace channels, which is used for the experiment implementation of the paper "Acquiring Measurement Matrices via Deep Basis Pursuit for Sparse Channel Estimation in mmWave Massive MIMO Systems". The source code of the experiment implementation is also open-access on the Github repository DeepBP-AE.
1. The "DeepMIMO_dataset.mat" is the spatial-domain channel dataset that can be reproduced by running "DeepMIMO_Dataset_Generator.m". For more details, refer to the public DeepMIMO dataset "DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications".
2. The "H_beam_sparsity_syn3.mat" is the beamspace-domain channel dataset that can be reproduced by running "deepMIMO_beamspace_channels.m".
3. For more detailed parameter settings, please refer to the paper "Acquiring Measurement Matrices via Deep Basis Pursuit for Sparse Channel Estimation in mmWave Massive MIMO Systems" (currently under review).
Dataset Files
deepMIMO_dataset_upload.zip (3.64 GB)
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