4 citations · 8 across the 9 of their papers we have counts for
7 papers · 1 filter
Beyond Static Forecasting: Unleashing the Power of World Models for Mobile Traffic Extrapolation
Xiaoqian Qi, Haoye Chai, Yue Wang +1
Mobile traffic prediction is a fundamental yet challenging problem for wireless network planning and optimization. Conventional models mainly learn static long-term temporal patter…
Physics-informed Diffusion Models for Multi-scale Prediction of Reference Signal Received Power in Wireless Networks
Xiaoqian Qi, Haoye Chai, Yue Wang +2
The Reference Signal Received Power (RSRP) is a crucial factor that determines communication performance in mobile networks. Accurately predicting the RSRP can help network operato…
Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic
Xiaoqian Qi, Haoye Chai, Sichang Liu +4
The planning, management, and resource scheduling of cellular mobile networks require joint estimation of mobile traffic across different layers and nodes. Mobile traffic generatio…
MobiWorld: World Models for Mobile Wireless Network
Haoye Chai, Yuan Yuan, Yong Li
Accurate modeling and simulation of mobile networks are essential for enabling intelligent and cost-effective network optimization. In this paper, we propose MobiWorld, a generativ…
Physics-driven AI for Channel Estimation in Cellular Network
Xiaoqian Qi, Haoye Chai, Yong Li
In cellular mobile networks, wireless channel quality (CQ) is a crucial factor in determining communication performance and user's network experience. Accurately predicting CQ base…
Intelligent Sensing Scheduling for Mobile Target Tracking Wireless Sensor Networks
Longyu Zhou, Supeng Leng, Qiang Liu +2
Edge computing has emerged as a prospective paradigm to meet ever-increasing computation demands in Mobile Target Tracking Wireless Sensor Networks (MTT-WSN). This paradigm can off…
Secure and Efficient Blockchain based Knowledge Sharing for Intelligent Connected Vehicles
Haoye Chai, Supeng Leng, Fan Wu +1
The emergence of Intelligent Connected Vehicles (ICVs) shows great potential for future intelligent traffic systems, enhancing both traffic safety and road efficiency. However, the…