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Wireless Intelligence Channel

Citation Author(s):
Wenqiang Tian
Xufei Zheng
Wendong Liu
Qifei Liu
Dexin Li
Han Xiao
Jia Shen
Submitted by:
Han Xiao
Last updated:
DOI:
10.21227/vgpj-gv22
Data Format:
No Ratings Yet

Abstract

Wireless Intelligence Channel (WIC) is a realistic channel data set, which is designed for deep learning research work in MIMO as well as other applications. The WIC data set is obtained directly through commercial BSs and a device capable of data acquisition that is similar to a commercial terminal. The scene selection and parameter configuration involved in the experiment are based on the characteristics of realistic scenarios and the existing configurations in commercial BSs, without assumptions and restrictions on the ideal experimental conditions. It could be a supplement to the non-realistic data sets. Researchers are encouraged to use the simulated data to perform preliminary studies and analysis of the proposed wireless AI mechanisms. Furthermore, it would be attractive to use a high-quality real field data to further validate the findings and results.

Instructions:

Please see Readme_WIC.pdf file for detailed instructions.