Channel State Information Dataset for 5G New Radio System Based on Ray-Tracing
- Citation Author(s):
-
Yibin Zhang
(Nanjing University of Posts and Telecommunications)
Jinlong Sun
(Nanjing University of Posts and Telecommunications)
Guan Gui
(Nanjing University of Posts and Telecommunications)
Haris Gacanin
(RWTH Aachen University)
Hikmet Sari (Nanjing University of Posts and Telecommunications) - Submitted by:
- Yibin Zhang
- Last updated:
- DOI:
- 10.21227/1vss-kc05
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Abstract
This is the example dataset and source code of the paper "A Generalized Channel Dataset Generator for 5G New Radio Systems Based on Ray-Tracing" , and the data generator can be downloaded for free by researchers.
The datagenerator_raytrace3.0 is now support for mm-wave (28GHz+) channel state information.
The advantages of our dataset are as follows:
To deal with the large-scale dataset requirements, this letter models the channel according to 5G NR stan- dard published by 3GPP, and provides a 5G NR channel datasets generator based on CDL channel model.
To solve the storage and overhead problem caused by large scale dataset, this letter proposes a resource blocks (RB) replacement scheme, which greatly removes redundant data and makes the dataset easier to store and train.
Instructions:
The example dataset can be found in "data_example.zip"
The source code can be downloaded from "data_generator.zip"
More detail information can be found from our paper and GitHub project.
