249 citations · 1.2k across the 144 of their papers we have counts for
25 papers · 1 filter
Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks
Shimin Gong, Meng Wang, Bo Gu +3
In this paper, we employ multiple UAVs coordinated by a base station (BS) to help the ground users (GUs) to offload their sensing data. Different UAVs can adapt their trajectories…
Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks
Shimin Gong, Leiyang Cui, Bo Gu +3
In this paper, we focus on a wireless-powered sensor network coordinated by a multi-antenna access point (AP). Each node can generate sensing information and report the latest info…
Full-Life Cycle Intent-Driven Network Verification: Challenges and Approaches
Yanbo Song, Chungang Yang, Jiaming Zhang +2
With the human friendly declarative intent policy expression, intent-driven network can make network management and configuration autonomous without human intervention. However, th…
Joint User Association and Bandwidth Allocation in Semantic Communication Networks
Le Xia, Yao Sun, Dusit Niyato +2
Semantic communication (SemCom) has recently been considered a promising solution to guarantee high resource utilization and transmission reliability for future wireless networks.…
Semantic-Aware Sensing Information Transmission for Metaverse: A Contest Theoretic Approach
Jiacheng Wang, Hongyang Du, Zengshan Tian +4
With the advancement of network and computer technologies, virtual cyberspace keeps evolving, and Metaverse is the main representative. As an irreplaceable technology that supports…
Semantic Communications for Wireless Sensing: RIS-aided Encoding and Self-supervised Decoding
Hongyang Du, Jiacheng Wang, Dusit Niyato +5
Semantic communications can reduce the resource consumption by transmitting task-related semantic information extracted from source messages. However, when the source messages are…