81 citations · 228 across the 9 of their papers we have counts for
9 papers
PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis
Zongzong Wu, Ming Zhao, Fengxiao Tang +1
Network faults propagate layer by layer along topology and protocol dependencies, yet operations systems typically observe only symptomatic alerts at the tail end of propagation ch…
Toward Realistic Wi-Fi Fault Diagnosis: A Multi-Modal Benchmark
Junjian Zhang, Haobo Deng, Xinxin Li +3
Intelligent network operation and maintenance systems in modern networks continuously generate large volumes of multi-modal operational data. However, Wi-Fi fault diagnosis under h…
Sharing Intelligent Reflecting Surfaces in Multi-Operator Communication Systems for Sustainable 6G Networks
Hiroaki Hashida, Yuichi Kawamoto, Nei Kato
In this study, we investigate the use of intelligent reflecting surfaces (IRSs) in multi-operator communication systems for 6G networks, focusing on sustainable and efficient resou…
MSADM: Large Language Model (LLM) Assisted End-to-End Network Health Management Based on Multi-Scale Semanticization
Fengxiao Tang, Xiaonan Wang, Xun Yuan +4
Network device and system health management is the foundation of modern network operations and maintenance. Traditional health management methods, relying on expert identification…
Quantum Computing in Wireless Communications and Networking: A Tutorial-cum-Survey
Wei Zhao, Tangjie Weng, Yue Ruan +4
Owing to its outstanding parallel computing capabilities, quantum computing (QC) has been a subject of continuous attention. With the gradual maturation of QC platforms, it has inc…
6G comprehensive intelligence: network operations and optimization based on Large Language Models
Sifan Long, Fengxiao Tang, Yangfan Li +4
The sixth generation mobile communication standard (6G) can promote the development of Industrial Internet and Internet of Things (IoT). To achieve comprehensive intelligent develo…
A Survey on Multi-AP Coordination Approaches over Emerging WLANs: Future Directions and Open Challenges
Shikhar Verma, Tiago Koketsu Rodrigues, Yuichi Kawamoto +2
Recent advancements in wireless local area network (WLAN) technology include IEEE 802.11be and 802.11ay, often known as Wi-Fi 7 and WiGig, respectively. The goal of these developme…
Smart Handover with Predicted User Behavior using Convolutional Neural Networks for WiGig Systems
Tiago Koketsu Rodrigues, Shikhar Verma, Yuichi Kawamoto +3
WiGig networks and 60 GHz frequency communications have a lot of potential for commercial and personal use. They can offer extremely high transmission rates but at the cost of low…
Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks
Yeguang Qin, Yilin Yang, Fengxiao Tang +3
The Space-Air-Ground Integrated Network (SAGIN) plays a pivotal role as a comprehensive foundational network communication infrastructure, presenting opportunities for highly effic…