MLCOMM Pilot Contamination Data

Name: MLCOMM Pilot Contamination Data
Creator: muhammet pakyurek
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Machine Learning

Citation Author(s):: Muhammet Pakyurek (Duzce Unversity)

Selman Kulac (Duzce Unversity)
Submitted by:: muhammet pakyurek
Last updated:: Fri, 08/28/2020 - 11:35
DOI:: 10.21227/5fgx-tw40

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Categories:

Machine Learning

Keywords:

Machine Learning; Pilot Contamination; optimization

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Abstract

This data is used to train ML based SINR predictor

Instructions:

This data is used to train ML based SINR predictor. You can use mat file.

File Format As follows

'all_pilots','SINR_vals','distances','shadowings','positions','betas'

where SINR_vals are SINR values to all base stations. these are output values. you can predict these values wrt pilots and betas (compressed version H channels) or use distance and shadowing whic are the subcomponents of beta values

Looking this dataset for my personal knowledge

Vishal Kumar Fri, 08/28/2020 - 05:42 Permalink