14 citations · 14 across the 1 of their papers we have counts for
3 papers
cs.IT2023
Meta-Reinforcement Learning for Timely and Energy-efficient Data Collection in Solar-powered UAV-assisted IoT Networks
Mengjie Yi, Xijun Wang, Juan Liu +2
Unmanned aerial vehicles (UAVs) have the potential to greatly aid Internet of Things (IoT) networks in mission-critical data collection, thanks to their flexibility and cost-effect…
cs.IT2023★ 3 cited
Cooperative Data Collection with Multiple UAVs for Information Freshness in the Internet of Things
Xijun Wang, Mengjie Yi, Juan Liu +3
Maintaining the freshness of information in the Internet of Things (IoT) is a critical yet challenging problem. In this paper, we study cooperative data collection using multiple U…
cs.IT2020★ 14 cited
Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks
Mengjie Yi, Xijun Wang, Juan Liu +2
Due to the flexibility and low operational cost, dispatching unmanned aerial vehicles (UAVs) to collect information from distributed sensors is expected to be a promising solution…