Robust semi-supervised federated learning for images automatic recognition in internet of drones

• Main Authors: Zhang, Zhe, Ma, Shiyao, Yang, Zhaohui, Xiong, Zehui, Kang, Jiawen, Wu, Yi, Zhang, Kejia, Niyato, Dusit
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Federated Learning; Semi-Supervised Learning
• Online Access: https://hdl.handle.net/10356/164442
• Institution: Nanyang Technological University

Air access networks have been recognized as a significant driver of various Internet of Things (IoT) services and applications. In particular, the aerial computing network infrastructure centered on the Internet of Drones has set off a new revolution in automatic image recognition. This emerging tec...