METHOD FOR CONSTRUCTING WIRELESS NETWORK RESOURCE ALLOCATION SYSTEM, AND RESOURCE MANAGEMENT METHOD

• Main Authors: ZHOU, Yiqing, SHI, Jinglin, LIU, Ling, SHI, Ningzhe
• Format: Patent
• Language: Chinese; English; French
• Published: 10.10.2024
• Subjects: ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; WIRELESS COMMUNICATIONS NETWORKS

Provided in the prevent invention is a method for constructing a wireless network resource allocation system. The wireless network resource allocation system is used for obtaining a wireless network resource allocation policy according to the state of a wireless network. The method comprises: S1, acquiring a non-convex optimization objective which corresponds to a wireless communication requirement in an imperfect global channel state information (CSI) environment and has an interruption probability constraint; S2, converting the obtained non-convex optimization objective to obtain a non-convex optimization objective without the interruption probability constraint; S3, acquiring imperfect global CSI of a wireless network; and S4, by taking the obtained non-convex optimization objective as a training objective and taking the imperfect global CSI in step S3 as an input, training an initial resource allocation system by means of reinforcement learning until the initial resource allocation system converges. By me