A theoretical framework to investigate perturbation propagation is developed, combining dynamical analysis of the sampling process with an information-theoretic characterization of output responses, and a response identity is derived that connects the propagation and accumulation of local perturbations with the informa...
Wei Guo, Yao-Wen Zhang, Xingtong Ge et al.· 0 citations
A 3D Gaussian splatting for environment-aware beamforming (GSBF) pipeline based on multi-modal data, which characterizes the environment through a persistent 3D Gaussian representation, which consistently outperforms baselines such as exhaustive beam alignment (EBA) with lower latency.
Yi-Jie Bian, Wei Guo, Zi-Xin Wang et al.· 1 citation
A hybrid-precision task-oriented communication framework for edge inference to holistically balance communication, on-device computation, and utility is proposed and confirmed that this design achieves an optimal trade-off among communication efficiency, on-device computational cost, and inference accuracy.
Songjie Xie, Wei Guo, Sheng-Hui Song et al.· arXiv.org· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
