AI enlightens wireless communication: Analyses, solutions and opportunities on CSI feedback
H Xiao, Z Wang, W Tian, X Liu, W Liu… - China …, 2021 - ieeexplore.ieee.org
In this paper, we give a systematic description of the 1st Wireless Communication Artificial
Intelligence (AI) Competition (WAIC) which is hosted by IMT-2020 (5G) Promotion Group
5G+ AI Work Group. Firstly, the framework of full channel state information (F-CSI) feedback
problem and its corresponding channel dataset are provided. Then the enhancing schemes
for DL-based F-CSI feedback including i) channel data analysis and preprocessing, ii)
neural network design and iii) quantization enhancement are elaborated. The final …
Intelligence (AI) Competition (WAIC) which is hosted by IMT-2020 (5G) Promotion Group
5G+ AI Work Group. Firstly, the framework of full channel state information (F-CSI) feedback
problem and its corresponding channel dataset are provided. Then the enhancing schemes
for DL-based F-CSI feedback including i) channel data analysis and preprocessing, ii)
neural network design and iii) quantization enhancement are elaborated. The final …
[引用][C] AI enlightens wireless communication: analyses solutions and opportunities on CSI feedback
H Xiao, Z Wang, W Tian, X Liu, W Liu, S Jin, J Shen… - ieeexplore.ieee.org
… Published in: China Communications ( Volume: 18 , Issue: 11 , November 2021 ) …
Communications Preferences …
Communications Preferences …
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