ODE-Former for Mobile Channel Prediction: A Novel Learning Structure Leveraging the Physics Continuity
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2025.3565523
Abstract: Obtaining accurate channel state information (CSI) is crucial and challenging for multiple-input multiple-output (MIMO) wireless communication systems. With the increasing antenna scale and user mobility, traditional channel estimation approaches suffer greatly from high signaling overhead… read more here.
Keywords: channel; channel prediction; learning structure; physics ... See more keywords
Differentiating between Bayesian parameter learning and structure learning based on behavioural and pupil measures
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0270619
Abstract: Within predictive processing two kinds of learning can be distinguished: parameter learning and structure learning. In Bayesian parameter learning, parameters under a specific generative model are continuously being updated in light of new evidence. However,… read more here.
Keywords: learning structure; parameter learning; structure learning; phase ... See more keywords