8 citations · 13 across the 5 of their papers we have counts for
5 papers
Knowledge-driven Meta-learning for CSI Feedback
Han Xiao, Wenqiang Tian, Wendong Liu +6
Accurate and effective channel state information (CSI) feedback is a key technology for massive multiple-input and multiple-output systems. Recently, deep learning (DL) has been in…
A Knowledge-Driven Meta-Learning Method for CSI Feedback
Han Xiao, Wenqiang Tian, Wendong Liu +4
Accurate and effective channel state information (CSI) feedback is a key technology for massive multiple-input and multiple-output (MIMO) systems. Recently, deep learning (DL) has…
AI Enlightens Wireless Communication: A Transformer Backbone for CSI Feedback
Han Xiao, Zhiqin Wang, Dexin Li +7
This paper is based on the background of the 2nd Wireless Communication Artificial Intelligence (AI) Competition (WAIC) which is hosted by IMT-2020(5G) Promotion Group 5G+AIWork Gr…
Deep Learning for Beam-Management: State-of-the-Art, Opportunities and Challenges
Ke Ma, Zhaocheng Wang, Wenqiang Tian +2
Benefiting from huge bandwidth resources, millimeter-wave (mmWave) communications provide one of the most promising technologies for next-generation wireless networks. To compensat…
AI Enlightens Wireless Communication: Analyses, Solutions and Opportunities on CSI Feedback
Han Xiao, Zhiqin Wang, Wenqiang Tian +6
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…