Reinforcement learning-based intelligent resource allocation for integrated VLCP systems

• Main Authors: Yang, Helin, Du, Pengfei, Zhong, Wen-De, Chen, Chen, Alphones, Arokiaswami, Zhang, Sheng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Visible Light Communication and Positioning; Intelligent Resource Allocation
• Online Access: https://hdl.handle.net/10356/142886
• Institution: Nanyang Technological University

In this letter, an intelligent resource allocation framework based on model-free reinforcement learning (RL) is first presented for multi-user integrated visible light communication and positioning (VLCP) systems, in order to maximize the sum rate of users while guaranteeing the users' minimum...