Multi-Agent Collaborative Optimization of UAV Trajectory and Latency-Aware DAG Task Offloading in UAV-Assisted MEC
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3378512
Abstract: The domain of UAV-assisted Multi-Access Edge Computing (MEC) emerges as a novel frontier, characterized by the seamless integration of edge computing capabilities with UAV to facilitate advanced computational services for Terminal Devices (TDs). This research… read more here.
Keywords: assisted mec; uav assisted; dag; task offloading ... See more keywords
DRL-Based Joint Task Scheduling and Trajectory Planning Method for UAV-Assisted MEC Scenarios
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3479312
Abstract: The proliferation of Internet of Things (IoT) devices has resulted in a massive increase in data generation, necessitating robust solutions for real-time data processing and analysis. The integration of Unmanned Aerial Vehicles (UAVs) with MEC… read more here.
Keywords: task; assisted mec; uav assisted; real time ... See more keywords
Energy-Efficient Distributed Learning for NOMA-Based Unmanned Aerial Agent-Assisted MEC Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3535236
Abstract: The Internet of Things (IoT) has become a revolutionary concept that connects various devices and systems to enable smooth communication and data exchange. In this vast network, unmanned aerial agents (UAAs)-assisted mobile edge computing (MEC)… read more here.
Keywords: assisted mec; energy; learning noma; unmanned aerial ... See more keywords
Deep Reinforcement Learning-Empowered Trajectory and Resource Allocation Optimization for UAV-Assisted MEC Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2024.3391832
Abstract: In this letter, we address the energy minimization problem for the UAV-assisted MEC system under the long-term dynamic environment by jointly optimizing UAV trajectory, computation resource allocation and offloading decisions. The formulated optimization problem is… read more here.
Keywords: assisted mec; resource allocation; uav assisted; optimization ... See more keywords
Joint Optimization of Trajectory, Offloading, Caching, and Migration for UAV-Assisted MEC
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2024.3486995
Abstract: UAV-assisted MEC revolutionizes edge computing by deploying UAVs for real-time data processing in areas lacking infrastructure, supporting a wide range of applications from emergency responses to smart cities. Unlike edge servers, UAVs face substantial computational… read more here.
Keywords: assisted mec; uav assisted; caching migration; trajectory ... See more keywords
Improving User QoE via Joint Trajectory and Resource Optimization in Multi-UAV Assisted MEC
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2025.3568283
Abstract: As a promising network architecture, Mobile Edge Computing (MEC), has been proven that can effectively reduce the end-to-end latency and the energy consumption. The Unmanned Aerial Vehicle (UAV) assisted MEC network, where the UAV can… read more here.
Keywords: uav assisted; assisted mec; problem; trajectory ... See more keywords
Resource Allocation and Trajectory Design for MISO UAV-Assisted MEC Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3140833
Abstract: Mobile Edge Computing (MEC) is a promising technology in the next generation network, which provides computing services for user equipments (UEs) to reduce the task delay and prolong the usage time of UEs. To address… read more here.
Keywords: assisted mec; miso uav; uav assisted; cpu frequency ... See more keywords