Multi-User MIMO Dataset
Project Dataset
We used the Argos V2 platform to measure the mobile channels to a 64-antenna massive MIMO base station in outdoor environments. We measured user channels in 4 Line-of-Sight and 5 Non-Line-of-Sight clusters in near-stable environments. In each cluster, we measured channels in more than 25 locations. In total, the measurement covers more than 225 locations. And the measured channel at each location covers all 52 data sub-carriers and up to 300 frames. The measurement is done on 2.4-GHz ISM band.
Datasets Description
These datasets were collected by Xu Du and Xing Zhang at the Rice University campus. For details of the experiment, please refer to Section III-A in this paper. For any questions about this dataset, please contact the paper authors (xdurice@gmail.com) or the RENEW team.
For details on how to use the dataset, see the README file enclosed in the dataset. Before you use the datasets, please read the Data Copyright and License Agreement below.
Data Copyright and License
Rice University hereby grants you a non-exclusive, non-transferable license to use the data for commercial, educational, and/or research purposes only. You agree to not redistribute the data without written permission from Rice University.
You agree to acknowledge the source of the data in any publication or product reporting on your use of it.
We provide no warranty whatsoever on any aspect of the data, including but not limited to its correctness, completeness, and fitness. Use at your own risk.
You agree to acknowledge the following two publications:
- Xu Du and Ashutosh Sabharwal, "Massive MIMO Channels with Inter-User Angle Correlation: Open-Access Dataset, Analysis and Measurement-Based Validation," in IEEE Transactions on Vehicular Technology, 2021, doi: 10.1109/TVT.2021.3131606
- Xing Zhang, Lin Zhong, and Ashutosh Sabharwal, "Directional Training for FDD Massive MIMO," in IEEE Transactions on Wireless Communications, vol. 17, no. 8, pp. 5183-5197, Aug. 2018, doi: 10.1109/TWC.2018.2838600
NOTE: Downloading, obtaining, and/or using the data in any means constitutes your agreement with these terms.
BibTeX entry:
@ARTICLE{9629284,
author={Du, Xu and Sabharwal, Ashutosh},
journal={IEEE Transactions on Vehicular Technology},
title={Massive MIMO Channels with Inter-User Angle Correlation: Open-Access Dataset, Analysis and Measurement-Based Validation},
year={2021},
volume={},
number={},
pages={1-1},
doi={10.1109/TVT.2021.3131606}}
@ARTICLE{8368089,
author={Zhang, Xing and Zhong, Lin and Sabharwal, Ashutosh},
journal={IEEE Transactions on Wireless Communications},
title={Directional Training for FDD Massive MIMO},
year={2018},
volume={17},
number={8},
pages={5183-5197},
doi={10.1109/TWC.2018.2838600}}
Dataset
| # | File Name | Description | Size |
|---|---|---|---|
| 1 | tvt_open_source.zip | HDF5 dataset files | 18 GB |
| 2 | scripts_xu_dataset.zip | dataset processing scripts | 11 kB |