350 citations · 868 across the 59 of their papers we have counts for
5 papers · 1 filter
Real-time Extended Reality Video Transmission Optimization Based on Frame-priority Scheduling
Guangjin Pan, Shugong Xu, Shunqing Zhang +2
Extended reality (XR) is one of the most important applications of 5G. For real-time XR video transmission in 5G networks, a low latency and high data rate are required. In this pa…
Joint Optimization of Video-based AI Inference Tasks in MEC-assisted Augmented Reality Systems
Guangjin Pan, Heng Zhang, Shugong Xu +2
The high computational complexity and energy consumption of artificial intelligence (AI) algorithms hinder their application in augmented reality (AR) systems. However, mobile edge…
A Hard and Soft Hybrid Slicing Framework for Service Level Agreement Guarantee via Deep Reinforcement Learning
Heng Zhang, Guangjin Pan, Shugong Xu +2
Network slicing is a critical driver for guaranteeing the diverse service level agreements (SLA) in 5G and future networks. Recently, deep reinforcement learning (DRL) has been wid…
An Analytical Framework for Delay Optimal Mobile Edge Deployment in Wireless Networks
Tao Yu, Shunqing Zhang, Xiaojing Chen +1
The emerging edge caching provides an effective way to reduce service delay for mobile users. However, due to high deployment cost of edge hosts, a practical problem is how to achi…
Passive TCP Identification for Wired and WirelessNetworks: A Long-Short Term Memory Approach
Xiaoyu Chen, Shugong Xu, Xudong Chen +3
Transmission control protocol (TCP) congestion control is one of the key techniques to improve network performance. TCP congestion control algorithm identification (TCP identificat…