Construction method of wireless network resource allocation system and resource management method

• Main Authors: SHI NINGZHE, ZHOU YIQING, LIU LING, SHI JINGLIN
• Format: Patent
• Language: Chinese; English
• Published: 07.07.2023
• Subjects: ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; WIRELESS COMMUNICATIONS NETWORKS

The invention provides a construction method of a wireless network resource allocation system, and the wireless network resource allocation system is used for obtaining a wireless network resource allocation strategy according to a wireless network state. The method comprises the following steps: S1, acquiring a non-convex optimization target with outage probability constraint corresponding to a wireless communication requirement in an imperfect global channel state information environment; s2, converting the obtained non-convex optimization target to obtain a non-convex optimization target without interruption probability constraint; s3, obtaining imperfect global channel state information of the wireless network; and S4, taking the obtained non-convex optimization target as a training target and the imperfect global channel state information in the step S3 as input, and training the initial resource allocation system to be converged by adopting a reinforcement learning mode. According to the method, a more