164 citations · 402 across the 14 of their papers we have counts for
14 papers
Intelligent Reflecting Surface Assisted Anti-Jamming Communications Based on Reinforcement Learning
Helin Yang, Zehui Xiong, Jun Zhao +4
Malicious jamming launched by smart jammer, which attacks legitimate transmissions has been regarded as one of the critical security challenges in wireless communications. Thus, th…
Adaptive Statistical Learning with Bayesian Differential Privacy
Jun Zhao
In statistical learning, a dataset is often partitioned into two parts: the training set and the holdout (i.e., testing) set. For instance, the training set is used to learn a pred…
Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach
Huy T. Nguyen, Nguyen Cong Luong, Jun Zhao +2
Federated learning allows mobile devices, i.e., workers, to use their local data to collaboratively train a global model required by the model owner. Federated learning thus addres…
Intelligent Reflecting Surface Aided Network: Power Control for Physical-Layer Broadcasting
Huimei Han, Jun Zhao, Dusit Niyato +2
As a recently proposed idea for future wireless systems, intelligent reflecting surface (IRS) can assist communications between entities which do not have high-quality direct chann…
Optimizations with Intelligent Reflecting Surfaces (IRSs) in 6G Wireless Networks: Power Control, Quality of Service, Max-Min Fair Beamforming for Unicast, Broadcast, and Multicast with Multi-antenna Mobile Users and Multiple IRSs
Jun Zhao
Intelligent reflecting surfaces (IRSs) have received much attention recently and are envisioned to promote 6G communication networks. In this paper, for wireless communications aid…
Task Allocation and Mobile Base Station Deployment in Wireless Powered Spatial Crowdsourcing
Yutao Jiao, Ping Wang, Dusit Niyato +3
Wireless power transfer (WPT) is a promising technology to prolong the lifetime of sensor and communication devices, i.e., workers, in completing crowdsourcing tasks by providing c…