Fecha de publicación: 17/02/2023 Fuente: Wipo "BigData" ABSTRACTMETHOD FOR WIRELESS NETWORK OPTIMIZATION BASED ON BIG DATA AND MACHINE LEARNING The present disclosure relates to the field of network optimization in particular, the present application relates to method for wireless network optimization based on big data and machine learning. The network optimization method based on big data and machine learning to improve the efficiency of network comprising steps of collecting multi-dimensional wireless network data and standard and customized signaling data, executing data wrangling and cleaning by means of complementary fusion, backfilling and storing longitudes and latitudes of user sampling points. Detailed user performance can be obtained, standardized and categorized cell users wherein artificial intelligence and machine learning algorithms form different sets of cells, randomly partitioning the sets of cells to train and validate a parameter learning model and network optimization plan formulated for the sets of cells by means of the validated parameter learning mode.Figure 1 shall be reference figure.