2 papers
cs.IT2020
Sampling and Inference of Networked Dynamics using Log-Koopman Nonlinear Graph Fourier Transform
Zhuangkun Wei, Bin Li, Chengyao Sun +1
Networked nonlinear dynamics underpin the complex functionality of many engineering, social, biological, and ecological systems. Monitoring the networked dynamics via the minimum s…
eess.SP2019
Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes
Chengyao Sun, Weisi Guo
Wireless traffic prediction is a fundamental enabler to proactive network optimisation in beyond 5G. Forecasting extreme demand spikes and troughs due to traffic mobility is essent…