3 papers
cs.NI2024
Meta Learning Based Adaptive Cooperative Perception in Nonstationary Vehicular Networks
Kaige Qu, Zixiong Qin, Weihua Zhuang
To accommodate high network dynamics in real-time cooperative perception (CP), reinforcement learning (RL) based adaptive CP schemes have been proposed, to allow adaptive switching…
cs.NI2023
Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication
Shisheng Hu, Jie Gao, Xinyu Huang +5
In this paper, we propose a digital twin (DT)-based user-centric approach for processing sensing data in an integrated sensing and communication (ISAC) system with high accuracy an…
cs.NI2019
Delay-Aware Flow Migration for Embedded Services in 5G Core Networks
Kaige Qu, Weihua Zhuang, Qiang Ye +4
Service-oriented virtual network deployment is based on statistical resource demands of different services, while data traffic from each service fluctuates over time. In this paper…