Zhao-Long Ning

DeepSC-Empowered Multi-UAV Cooperative Exploration: A Tokenized Approach

With the rapid proliferation of the Internet of Everything, the paradigm of multi-UAV cooperative exploration—as a key enabler for Aerial Internet of Things (AIoT)—has emerged as a cornerstone for mission-critical applications, ranging from emergency rescue communications to collaborative sensing in inaccessible enviro...

Decentralized Learning-Driven AoI Optimization in UAV-Assisted Wireless Powered Edge Networks

Secure Split Offloading and Trajectory Design for UAV-Assisted Multi-Exit Collaborative DNN Inference

Collaborative inference (CI) has emerged as a promising paradigm in mobile edge computing, where deep neural network (DNN) models are split and collaboratively processed by wireless devices and edge servers to reduce communication overhead and improve inference efficiency. Unmanned aerial vehicles (UAVs) with agile mob...

Joint Service Caching and Resource Allocation in DT-Empowered Cloud-Edge Networks via MARL With Hierarchical Knowledge Transfer

Through bypassing the long-distance transmission of cloud services, Mobile Edge Computing (MEC) reduces response delay and ensures Quality-of-Service (QoS). In resource-constrained MEC, due to the strong coupling between service provisioning and task execution, reasonable service caching and resource allocation face ma...

ISAC Enabled Anti-UAV: Joint Beamforming and Trajectory Design for Multi-UAVs

The rapid proliferation of Uncrewed Aerial Vehicles (UAVs) introduces significant challenges to low-altitude airspace security, particularly from unauthorized intrusions. To address these vulnerabilities, Integrated Sensing and Communication (ISAC) has emerged as a key enabler for anti-UAV systems. However, existing st...

Joint Beamforming and Trajectory Design for Multi-UAV-Assisted Integrated Sensing, Communication, and Power Transfer Networks

Integrated Sensing, Communication, and Power Transfer (ISCPT) is a key enabler for sixth-generation networks, enhancing resource utilization to support massive low-power devices. However, existing research has predominantly focused on a single Uncrewed Aerial Vehicle (UAV) in communication and power transfer, lacking t...