Q-SQUARE: A Q-learning approach to provide a QoE aware UAV flight path in cellular networks
Sign Up to like & getrecommendations! Published in 2019 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2019.101872
Abstract: Abstract This paper deals with the adoption of Unmanned Aerial Vehicles (UAVs) as mobile Base Stations providing video streaming services within a cellular macro area. We devise a Q-learning based UAV flight planning algorithm aimed… read more here.
Keywords: networks square; square learning; learning approach; uav flight ... See more keywords
Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2019.2935576
Abstract: With the wide applications of the unmanned aerial vehicle (UAV), operating safety becomes a critical issue. Thus, fault detection (FD) has been focused, which can realize fault alarm and schedule maintenance in time. Since the… read more here.
Keywords: flight; flight data; uav flight; recovery ... See more keywords
Energy-Constrained UAV Flight Scheduling for IoT Data Collection With 60 GHz Communication
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3184869
Abstract: In recent years, the data from Internet of Things (IoT) devices is growing at a rapid pace, and the data collection issues have attracted more and more attention. Distinct from existing solutions which usually adopted… read more here.
Keywords: ghz communication; communication; data collection; flight scheduling ... See more keywords