A deep learning-based CSI prediction method for LiFi systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Green Communications and Networking"
DOI: 10.1109/tgcn.2025.3613769
Abstract: Light-fidelity (LiFi) is a bidirectional, high-speed, and fully networked optical wireless communication technology, which requires the downlink channel state information (CSI) to enhance resource allocation and scheduling at the access point (AP). The downlink CSI… read more here.
Keywords: deep learning; based csi; csi prediction; prediction ... See more keywords
CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2025.3640420
Abstract: Channel state information (CSI) is a fundamental component in both wireless communication and sensing systems, enabling critical functions such as radio resource optimization and environmental perception. In wireless sensing, data scarcity and packet loss hinder… read more here.
Keywords: wireless communication; csi prediction; csi bert2; csi ... See more keywords