Effective fault scenario identification for communication networks via knowledge-enhanced graph neural networks

H Zhao, B Yang, J Cui, Q Xing, J Shen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Fault Scenario Identification (FSI) is a challenging task that aims to automatically identify the
fault types in communication networks from massive alarms to guarantee effective fault …

Model-Based Analysis of IEEE 802.11 Link Performance Using Wireless Packet Capture

K Pavithra, V Ramaiyan - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
In this work, we propose a novel mechanism to assess and interpret Wi-Fi link performance
by analyzing packet capture from a Wi-Fi radio in monitor mode. Using a model of …