Cell capacity evaluation method and device

Abstract

The embodiment of the invention provides a cell capacity evaluation method and device, and the method comprises the steps: obtaining a feature vector of a to-be-evaluated cell in a preset historical time period, and enabling the feature vector to comprise a plurality of feature parameters; inputting the feature vector into a pre-trained capacity evaluation model to obtain a cell capacity evaluation result output by the capacity evaluation model; wherein the cell capacity evaluation result indicates whether the cell to be evaluated is in a high-load state in a preset time period; wherein the capacity evaluation model is obtained by training label data of a sample cell serving as a training sample in advance, and the label data comprises a training feature vector of the sample cell in a first preset historical time period and a capacity result of whether the sample cell is in a high-load state in a second preset historical time period after the first preset historical time period. According to the embodiment of the invention, the efficiency and accuracy of cell capacity evaluation are improved.

Description

technical field [0001] The embodiments of the present invention relate to the field of communication technologies, and in particular, to a method and device for evaluating cell capacity. Background technique [0002] In the prior art, the evaluation criteria for evaluating the capacity of a cell are generally two types: the standard of a high-load to-be-expanded cell and the standard of a cell with a serious high-traffic problem. Among them, the standards for high-load cells to be expanded are determined according to the classification of large, medium, and small cells. When the cell is busy and reaches the threshold, the carrier frequency expansion is implemented. The data used for the calculation of the carrier frequency expansion standard is the average value of the self-busy time of the cell for seven consecutive days. ; The logic of cell expansion approval is that the number of effective radio resource control (Radio Resource Control, RRC) users reaches the threshold an...

AI Technical Summary

Problems solved by technology

[0008] The embodiment of the present invention provides a method and device for evaluating cell capacity to solve the problem of low efficiency and accuracy when evaluating cell capacity in the prior art The problem

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