Sixth-generation (6G) applications are increasingly requiring receivers to execute tasks based on received information. However, existing approaches optimize bit-level reconstruction independently of task relevance, so scarce transmission resources can be spent on task-irrelevant information, making the resulting data...
Joonho Seon, Seongwoo Lee, Soohyun Kim et al.· IEEE Communications Surveys...· 0 citations
Conventional federated learning (FL) methods face critical challenges in realistic wireless edge networks, where training data are often limited and heterogeneous, which can lead to unstable training and poor generalization. To address these challenges in a principled manner, we propose a novel Bayesian wireless FL fra...
Jun-Pyo Hong, Hyowoon Seo, Kisong Lee· International Conference on...· 0 citations
Unmanned aerial vehicles (UAVs) have emerged as promising aerial platforms for next-generation wireless networks, offering three-dimensional mobility, rapid deployment, and high line-of-sight (LoS) link probability. This paper presents a structured overview of UAV-assisted wireless communications, covering key network...
Jueun Jeong, Sehyeon Kwon, Changhui Kim et al.· International Conference on...· 0 citations
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