Search Results for author: HyukJoon Kwon

Found 2 papers, 0 papers with code

Universal Auto-encoder Framework for MIMO CSI Feedback

no code implementations1 Mar 2024 Jinhyun So, HyukJoon Kwon

Existing auto-encoder (AE)-based channel state information (CSI) frameworks have focused on a specific configuration of user equipment (UE) and base station (BS), and thus the input and output sizes of the AE are fixed.

Reliable and Low-Complexity MIMO Detector Selection using Neural Network

no code implementations11 Oct 2019 Shailesh Chaudhari, HyukJoon Kwon, Kee-Bong Song

In this paper, we propose to dynamically select a MIMO detector using neural network for each resource element (RE) in the transport block of 5G NR/LTE communication system.

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