Dynamic spectrum access for Internet-of-Things with hierarchical federated deep reinforcement learning

• Main Authors: Zhang, Songbo, Lam, Kwok-Yan, Shen, Bowen, Wang, Li, Li, Feng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering::Information systems::Information systems applications; Dynamic Spectrum Access; Hierarchical Federated Learning; Deep Reinforcement Learning; Internet-of-Things
• Online Access: https://hdl.handle.net/10356/171028
• Institution: Nanyang Technological University

In Internet-of-Things (IoT), blooming IoT terminals along with growing demand for broadband services, such as video stream and virtual reality (VR) applications, have led the enhancement of spectrum efficiency to the research focus in IoT. The technology of dynamic spectrum access or sharing is comm...