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Channel State Information Dataset for 5G New Radio System Based on Ray-Tracing
- Citation Author(s):
-
YibinZhang
Nanjing University of Posts and TelecommunicationsJinlongSunNanjing University of Posts and TelecommunicationsGuanGuiNanjing University of Posts and TelecommunicationsHarisGacaninRWTH Aachen University - Submitted by:
- Yibin Zhang
- Last updated:
- Sun, 11/28/2021 - 22:15
- DOI:
- 10.21227/1vss-kc05
- Data Format:
- Links:
- License:
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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:
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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.
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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.
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.
Dataset Files
- data_example.zip data_example.zip (71.97 MB)
- data_generator.zip data_generator.zip (417.27 kB)
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