A method and device for identifying a scene in a wireless communication network

Abstract

The present invention provides a method and device for identifying a scene in a wireless communication network. The method comprises: selecting and using multidimensional characteristic attributes for representing a cell, and preprocessing a value of the characteristic attributes of each dimension included in a characteristic value vector: establishing the characteristic value vector of the characteristic attributes, the characteristic value vector comprising the characteristic attributes of each dimension; initially distributing each cell to different temporary scene clusters; regarding one cell, adjusting the scene cluster to which the cell belongs based on a different degree between the characteristic value vector of the cell and the center of each temporary scene cluster; taking the adjusted scene cluster as a first type of scene clusters; based on the characteristic value vector of each cell in the first type of the scene clusters, calculating a distance between adjacent first type of scene clusters; and combing the first type of scene clusters with the distance meeting a combining threshold to form a second type of scene clusters. Through the technique, cells in the same second type of scene clusters can have high characteristic similarity, and cells in different scene clusters have quite different characteristics.

Description

technical field [0001] The present invention relates to wireless communication network technology, in particular to a method and device for identifying scenes in a wireless communication network. Background technique [0002] The network structure of wireless communication is becoming more and more complex. It is an extremely important basic analysis to comprehensively identify and quantitatively divide the characteristic scene models such as coverage, business, interference, failure, and resource allocation within the spatial dimension of each layer of the network. Work will directly affect the formulation of network optimization, planning and construction plans and strategies at all levels, especially for the personalized, refined, and intelligent adjustment of wireless configuration parameters. [0003] The existing wireless communication network feature scene division method is far from intelligent and quantitative, and mainly relies on the qualitative judgment of the ne...

AI Technical Summary

Problems solved by technology

[0006] The technical problem to be solved by the present invention is to provide a method and device for identifying scenes in a wireless communication network, which solves the defect that the existing scene division method relies on manual work and cannot quantitatively and finely identify wireless network scenes

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