Research on Intelligent Wireless Channel Allocation in HAPS 5G System Based on Reinforcement Learning

An intelligent wireless channel allocation algorithm for HAPS 5G systems based on reinforcement learning was proposed. Q-learning reinforcement learning algorithm and the back-propagation neural network were combined, which made HAPS 5G systems autonomous learn according to the environment and allocate channel resources of the system efficiently.