518 citations · 1.1k across the 15 of their papers we have counts for
4 papers · 1 filter
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
Helin Yang, Jun Zhao, Zehui Xiong +3
Unmanned aerial vehicles (UAVs) are capable of serving as flying base stations (BSs) for supporting data collection, artificial intelligence (AI) model training, and wireless commu…
Fast Reinforcement Learning for Anti-jamming Communications
Pei-Gen Ye, Yuan-Gen Wang, Jin Li +1
This letter presents a fast reinforcement learning algorithm for anti-jamming communications which chooses previous action with probability and applies -greedy with probabil…
Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications
Helin Yang, Zehui Xiong, Jun Zhao +3
In this paper, we study an intelligent reflecting surface (IRS)-aided wireless secure communication system for physical layer security, where an IRS is deployed to adjust its surfa…
UAV-Aided Cellular Communications with Deep Reinforcement Learning Against Jamming
Xiaozhen Lu, Liang Xiao, Canhuang Dai +1
Cellular systems are vulnerable to jamming attacks, especially smart jammers that choose their jamming policies such as the jamming channel frequencies and power based on the ongoi…