lasseufpa / 5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

5GMdata

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

See the Wiki page at https://github.com/lasseufpa/5gm-data/wiki

Reference

If you use any data or code, please cite: "5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning", Aldebaro Klautau, Pedro Batista, Nuria Gonzalez-Prelcic, Yuyang Wang and Robert W. Heath Jr., ITA'2018 (available at http://ita.ucsd.edu/workshop/18/files/paper/paper_3313.pdf).

Bibtex entry:
@inproceedings{Klautau18,
  author    = {Aldebaro Klautau and Pedro Batista and Nuria Gonzalez-Prelcic and Yuyang Wang and Robert W. {Heath Jr.}},
  title     = {{5G} {MIMO} Data for Machine Learning: Application to Beam-Selection using Deep Learning},
  booktitle = {2018 Information Theory and Applications Workshop, San Diego},
  pages     = {1--1},
  year      = {2018},
  url       = {http://ita.ucsd.edu/workshop/18/files/paper/paper_3313.pdf}
}

5gm-data's Issues

File

Hello, can you please tell me where can I find the file insitedata_canyon?

help me!!

Hi fake author!
I have a question, what is the library you are installing in linux?
can you just help me
I am currently doing a research project on your project

what are the target and input parameters in this dataset

how to train the model on which concept it lies , means facing training and target episodes.

403 Forbidden when I downloaded the dataset

I want to download the dataset "urban_canyon_v2i_5gmv1_rays.npz.zip" for research.
But when I tried to download it from "https://owncloud.lasseufpa.org/s/wLCtqEYwHiSqMU1".
The website show me a 403 Forbidden message.

Could you please tell me where else I can download this dataset?

Generating data

Hello! How can I generate the data I need after the installation is successful?

Issue running convert5gmv1ToChannels.py

Hi,

I downloaded the database from urban_cannyon_v2i.5gmv1, renamed it to episodedata.db and ran the script convert5gmv1ToChannels.py.

It seems like the database is missing 2 columns in rays table

• phaseInDegrees
• interactionsPositions

I tried default values of 0, but that didn't work well. Can you please check the data again? Is there any other workaround I can try?

Thank you for your time!