A comprehensive dataset of RIS-based channel measurements in the 5GHz band

Citation Author(s):
Simon
Tewes
Ruhr University Bochum, Germany
Markus
Heinrichs
TH Cologne - University of Applied Sciences, Cologne, Germany
Kevin
Weinberger
Ruhr University Bochum, Germany
Rainer
Kronberger
TH Cologne - University of Applied Sciences, Cologne, Germany
Aydin
Sezgin
Ruhr University Bochum, Germany
Submitted by:
Simon Tewes
Last updated:
Thu, 05/04/2023 - 04:33
DOI:
10.21227/zzx0-tp88
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Abstract 

Reconfigurable intelligent surfaces (RIS) are a core component considered in sixth generation (6G) communications. By utilizing an RIS prototype system in the 5 GHz band, this paper provides a comprehensive dataset of S21 channel measurements of various geometric arrangements of antennas and RIS. The dataset is provided in full on IEEE DataPort. Additionally, the in-detail documentation of the measurement setup, location, devices, geometries, and algorithms is available on GitHub. Since only a few datasets with measurements of RIS prototypes are currently available, we try to fill an important gap in current research by providing this dataset. We enable reproducible research and the validation of concepts and models with our dataset. Furthermore, the provided dataset can be used as a basis for machine learning models.

The dataset includes measurements taken in stationary scenarios with specular reflection angles, non-specular reflection angles, as well as, with the RIS placed on a rotary stage. The switching state of the RIS is determined by iterative algorithms, namely a greedy algorithm and a single-element switching approach and model-based with the knowledge of the exact geometry of the setup. All switching states are optimized, once to maximize the received power and once to minimize the received power. The evaluation of the data in this paper compares the overall performance for the maximization and minimization of an RIS-assisted communication link, which shows an increase in received power of up to 20 dB compared to a reference plate.

Instructions: 

In-Detail documentation on the file formats can be found on our Github

https://github.com/RUB-DCS/RIS-S21-Measurement-Dataset

Any use of the dataset which results in an academic publication or other publication must include a citation of our paper:

S. Tewes, M. Heinrichs, K. Weinberger, R. Kronberger and A. Sezgin, "A comprehensive dataset of RIS-based channel measurements in the 5GHz band," Accepted for publication in 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 2023.

@INPROCEEDINGS{9839223, 
author={Tewes, Simon and Heinrichs, Markus and Weinberger, Kevin and Kronberger, Rainer and Sezgin, Aydin},
booktitle={Accepted for publication in 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)},
title={A comprehensive dataset of RIS-based channel measurements in the 5GHz band},
year={2023},
volume={},  
number={},
pages={},
doi={}}
Funding Agency: 
Federal Ministry of Education and Research (BMBF) of the Federal Republic of German
Grant Number: 
16KIS1152, mINDFUL and 16KIS1235, MetaSEC