Intelligent cell dynamic grouping method and system based on neural network

The invention provides an intelligent cell dynamic grouping method and system based on a neural network, and relates to the technical field of wireless communication. The method comprises the following steps: acquiring and preprocessing cell sample data to obtain a feature matrix and a base station grouping scheme corresponding to the feature matrix; establishing a neural network model by taking the feature matrix as an input feature and taking the base station grouping scheme as a target variable, and training the neural network model by utilizing a loss function and an optimizer; and preprocessing the current cell data, inputting the current cell data into the neural network model, and outputting a current base station grouping scheme. According to the invention, the problems of poor flexibility, long response time, strong subjectivity, low grouping efficiency, incapability of adapting to a dynamically changing network environment and the like existing in current cell grouping are solved. 本发明提供一种基于神经网络的智能小区