Privacy-preserving federated learning for UAV-enabled networks: learning-based joint scheduling and resource management

• Main Authors: Yang, Helin, Zhao, Jun, Xiong, Zehui, Lam, Kwok-Yan, Sun, Sumei, Xiao, Liang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Computational Modeling; Unmanned Aerial Vehicle
• Online Access: https://hdl.handle.net/10356/157149
• Institution: Nanyang Technological University

Unmanned aerial vehicles (UAVs) are capable of serving as flying base stations (BSs) for supporting data collection, machine learning (ML) model training, and wireless communications. However, due to the privacy concerns of devices and limited computation or communication resource of UAVs, it is imp...