Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach

• Main Authors: Tang, Kexin, Kan, Nuowen, Zou, Junni, Fu, Xiao, Hong, Mingyi, Xiong, Hongkai
• Format: Journal Article
• Language: English
• Published: 01.02.2019
• Subjects: Computer Science - Multimedia

We consider a multi-user video streaming service optimization problem over a time-varying and mutually interfering multi-cell wireless network. The key research challenge is to appropriately adapt each user's video streaming rate according to the radio frequency environment (e.g., channel fadin...