3 papers
cs.LG2026
TOFS: Feature Selection with Swap Supervision for Semantic Communication over Fading Channels
Zhiyi Zhu, Eiji Takimoto, Patrick Finnerty +1
Task-oriented semantic communication transmits task-relevant features to support receiver inference under limited communication resources and adverse channel conditions. For image…
cs.NI2025
A Study on E2E Performance Improvement of Platooning Using Outdoor LiFi
Zhiyi Zhu, Eiji Takimoto, Patrick Finnerty +1
Platooning within autonomous vehicles has proven effective in addressing driver shortages and reducing fuel consumption. However, as platooning lengths increase, traditional C-V2X…
cs.NI2025
NR Cell Identity-based Handover Decision-making Algorithm for High-speed Scenario within Dual Connectivity
Zhiyi Zhu, Eiji Takimoto, Patrick Finnertyn +3
The dense deployment of 5G heterogeneous networks (HetNets) has improved network capacity. However, it also brings frequent and unnecessary handover challenges to high-speed mobile…