Publications (7)
Power-Domain Interference Graph Estimation for Full-Duplex Millimeter-Wave Backhauling
Haorui Li, Daqian Ding, Yibo Pi +1
Traditional wisdom for network resource management allocates separate frequency-time resources for measurement and data transmission tasks. As a result, the two types of tasks have…
AdapINT: A Flexible and Adaptive In-Band Network Telemetry System Based on Deep Reinforcement Learning
Penghui Zhang, Hua Zhang, Yibo Pi +3
In-band Network Telemetry (INT) has emerged as a promising network measurement technology. However, existing network telemetry systems lack the flexibility to meet diverse telemetr…
Interference Graph Estimation for Resource Allocation in Multi-Cell Multi-Numerology Networks: A Power-Domain Approach
Daqian Ding, Haorui Li, Yibo Pi +1
The interference graph, depicting the intra- and inter-cell interference channel gains, is indispensable for resource allocation in multi-cell networks.However, there lacks viable…
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks
Haifeng Jia, Yichen Wei, Yibo Pi +1
Traditional wisdom for network management allocates network resources separately for the measurement and communication tasks. Heavy measurement tasks may compete limited resources…
Efficient Interference Graph Estimation via Concurrent Flooding
Haifeng Jia, Yichen Wei, Zhan Wang +3
Traditional wisdom for network management allocates network resources separately for the measurement and data transmission tasks. Heavy measurement tasks may take up resources for…
A First Look at Inter-Cell Interference in the Wild
Daqian Ding, Yibo Pi, Cailian Chen
In cellular networks, inter-cell interference management has been studied for decades, yet its real-world effectiveness remains under-explored. To bridge this gap, we conduct a fir…
Neural Reflectance Fields for Radio-Frequency Ray Tracing
Haifeng Jia, Xinyi Chen, Yichen Wei +2
Ray tracing is widely employed to model the propagation of radio-frequency (RF) signal in complex environment. The modelling performance greatly depends on how accurately the targe…